/* Do a model inputs: deal with these files in /hda6/DSC/ (libname dsc): drf5n_ds.sas7bdat 3456 obs of 26 vars drf5n_gc_lq1hgc.sas7bdat 2747 obs of 101 vars drf5n_gc_lx1hgc_nc.sas7bdat 3580 obs of 460 vars drf5n_gc_vd1hxa_lot.sas7bdat 3580 obs of 472 vars drf5n_qc_ho1hgc.sas7bdat 63747 obs of 59 vars drf5n_teg.sas7bdat 727550 obs of 12 vars Outputs: work.lq1hgc 2478 x 123 work.lx1hgc 2628 x 482 work.vd1hxa 2628 x 494 work.ho1hgc 60522 x 81 Filter first in the pre-fuse data: process=S1P1 */ WARNING: Column named lot is duplicated in a select expression (or a view). WARNING: Variable product already exists on file WORK.LQ1HGC. WARNING: Variable lot already exists on file WORK.LQ1HGC. WARNING: Variable wafer already exists on file WORK.LQ1HGC. WARNING: Variable week already exists on file WORK.LQ1HGC. WARNING 1-322: Assuming the symbol L was misspelled as LCL. WARNING 1-322: Assuming the symbol U was misspelled as UCL. WARNING 1-322: Assuming the symbol R was misspelled as rsq. Part 1a: DS joined with GC lq1hgc 1 14:15 Monday, August 19, 2002 The CONTENTS Procedure Data Set Name: WORK.LQ1HGC Observations: 2478 Member Type: DATA Variables: 123 Engine: V8 Indexes: 0 Created: 14:15 Monday, August 19, 2002 Observation Length: 1568 Last Modified: 14:15 Monday, August 19, 2002 Deleted Observations: 0 Protection: Compressed: NO Data Set Type: Sorted: YES Label: -----Engine/Host Dependent Information----- Data Set Page Size: 65536 Number of Data Set Pages: 61 First Data Page: 1 Max Obs per Page: 41 Obs in First Data Page: 32 Number of Data Set Repairs: 0 File Name: /usr/tmp/SAS_work468A00007624_d-128-6- 53.bootp.virginia.edu/lq1hgc.sas7bdat Release Created: 8.0202M0 Host Created: Linux Inode Number: 198628 Access Permission: rw-rw-r-- Owner Name: drf5n File Size (bytes): 4005888 -----Alphabetic List of Variables and Attributes----- # Variable Type Len Pos Format Informat Label -------------------------------------------------------------------------- 102 QE001 Num 8 624 BEST12. F12. TotDataPts 116 QE002 Num 8 648 BEST12. F12. XMean 121 QE003 Num 8 688 BEST12. F12. YMean 114 QE004 Num 8 632 BEST12. F12. X3Sig 119 QE005 Num 8 672 BEST12. F12. Y3Sig 117 QE006 Num 8 656 BEST12. F12. XMean3Sig 122 QE007 Num 8 696 BEST12. F12. YMean3Sig 115 QE008 Num 8 640 BEST12. F12. XMax 120 QE009 Num 8 680 BEST12. F12. YMax 118 QE0010 Num 8 664 BEST12. F12. XMin 123 QE0011 Num 8 704 BEST12. F12. YMin 90 QE0012 Char 32 832 $32. $32. ModelName 91 QE0013 Char 32 864 $32. $32. Name1 103 QE0014 Char 32 1216 $32. $32. Units1 70 QE0015 Num 8 464 BEST12. F12. LWXO 71 QE0016 Num 8 472 BEST12. F12. LWXO3S 72 QE0017 Num 8 480 BEST12. F12. LWXO3SW 73 QE0018 Num 8 488 BEST12. F12. LWXOMAX 74 QE0019 Num 8 496 BEST12. F12. LWXOMIN 94 QE0020 Char 32 960 $32. $32. Name2 106 QE0021 Char 32 1312 $32. $32. Units2 80 QE0022 Num 8 544 BEST12. F12. LWYO 81 QE0023 Num 8 552 BEST12. F12. LWYO3S Part 1a: DS joined with GC lq1hgc 2 14:15 Monday, August 19, 2002 The CONTENTS Procedure -----Alphabetic List of Variables and Attributes----- # Variable Type Len Pos Format Informat Label -------------------------------------------------------------------------- 82 QE0024 Num 8 560 BEST12. F12. LWYO3SW 83 QE0025 Num 8 568 BEST12. F12. LWYOMAX 84 QE0026 Num 8 576 BEST12. F12. LWYOMIN 95 QE0027 Char 32 992 $32. $32. Name3 107 QE0028 Char 32 1344 $32. $32. Units3 75 QE0029 Num 8 504 BEST12. F12. LWXS 76 QE0030 Num 8 512 BEST12. F12. LWXS3S 77 QE0031 Num 8 520 BEST12. F12. LWXS3SW 78 QE0032 Num 8 528 BEST12. F12. LWXSMAX 79 QE0033 Num 8 536 BEST12. F12. LWXSMIN 96 QE0034 Char 32 1024 $32. $32. Name4 108 QE0035 Char 32 1376 $32. $32. Units4 85 QE0036 Num 8 584 BEST12. F12. LWYS 86 QE0037 Num 8 592 BEST12. F12. LWYS3S 87 QE0038 Num 8 600 BEST12. F12. LWYS3SW 88 QE0039 Num 8 608 BEST12. F12. LWYSMAX 89 QE0040 Num 8 616 BEST12. F12. LWYSMIN 97 QE0041 Char 32 1056 $32. $32. Name5 109 QE0042 Char 32 1408 $32. $32. Units5 60 QE0043 Num 8 384 BEST12. F12. LWO 61 QE0044 Num 8 392 BEST12. F12. LWO3S 62 QE0045 Num 8 400 BEST12. F12. LWO3SW 63 QE0046 Num 8 408 BEST12. F12. LWOMAX 64 QE0047 Num 8 416 BEST12. F12. LWOMIN 98 QE0048 Char 32 1088 $32. $32. Name6 110 QE0049 Char 32 1440 $32. $32. Units6 65 QE0050 Num 8 424 BEST12. F12. LWR 66 QE0051 Num 8 432 BEST12. F12. LWR3S 67 QE0052 Num 8 440 BEST12. F12. LWR3SW 68 QE0053 Num 8 448 BEST12. F12. LWRMAX 69 QE0054 Num 8 456 BEST12. F12. LWRMIN 99 QE0055 Char 32 1120 $32. $32. Name7 111 QE0056 Char 32 1472 $32. $32. Units7 40 QE0057 Num 8 224 BEST12. F12. LSR 41 QE0058 Num 8 232 BEST12. F12. LSR3S 42 QE0059 Num 8 240 BEST12. F12. LSR3SW 43 QE0060 Num 8 248 BEST12. F12. LSRMAX 44 QE0061 Num 8 256 BEST12. F12. LSRMIN 100 QE0062 Char 32 1152 $32. $32. Name8 112 QE0063 Char 32 1504 $32. $32. Units8 45 QE0064 Num 8 264 BEST12. F12. LSS 46 QE0065 Num 8 272 BEST12. F12. LSS3S 47 QE0066 Num 8 280 BEST12. F12. LSS3SW 48 QE0067 Num 8 288 BEST12. F12. LSSMAX 49 QE0068 Num 8 296 BEST12. F12. LSSMIN 101 QE0069 Char 32 1184 $32. $32. Name9 113 QE0070 Char 32 1536 $32. $32. Units9 50 QE0071 Num 8 304 BEST12. F12. LSXS 51 QE0072 Num 8 312 BEST12. F12. LSXS3S 52 QE0073 Num 8 320 BEST12. F12. LSXS3SW 53 QE0074 Num 8 328 BEST12. F12. LSXSMAX Part 1a: DS joined with GC lq1hgc 3 14:15 Monday, August 19, 2002 The CONTENTS Procedure -----Alphabetic List of Variables and Attributes----- # Variable Type Len Pos Format Informat Label -------------------------------------------------------------------------- 54 QE0075 Num 8 336 BEST12. F12. LSXSMIN 92 QE0076 Char 32 896 $32. $32. Name10 104 QE0077 Char 32 1248 $32. $32. Units10 55 QE0078 Num 8 344 BEST12. F12. LSYS 56 QE0079 Num 8 352 BEST12. F12. LSYS3S 57 QE0080 Num 8 360 BEST12. F12. LSYS3SW 58 QE0081 Num 8 368 BEST12. F12. LSYSMAX 59 QE0082 Num 8 376 BEST12. F12. LSYSMIN 93 QE0083 Char 32 928 $32. $32. Name11 105 QE0084 Char 32 1280 $32. $32. Units11 35 QE0085 Num 8 184 BEST12. F12. LSO 36 QE0086 Num 8 192 BEST12. F12. LSO3S 37 QE0087 Num 8 200 BEST12. F12. LSO3SW 38 QE0088 Num 8 208 BEST12. F12. LSOMAX 39 QE0089 Num 8 216 BEST12. F12. LSOMIN 10 YLD0001 Num 8 24 F6. F6. Actual Gross Chip Count 11 YLD0002 Num 8 32 F6. F6. All Bit Pass Count 12 YLD0003 Num 8 40 F6.1 F6.1 All Bit Yield 13 YLD0004 Num 8 48 F6. F6. DC Fail Count 14 YLD0005 Num 8 56 F6.1 F6.1 DC Rate 15 YLD0006 Num 8 64 F6.1 F6.1 DC Yield 16 YLD0007 Num 8 72 F6. F6. Fail Chip Count 17 YLD0008 Num 8 80 F6.1 F6.1 Function Rate 18 YLD0009 Num 8 88 F6.1 F6.1 Function Yield 19 YLD0010 Num 8 96 F6. F6. Function Fail Count 20 YLD0011 Num 8 104 F6. F6. Margin Fail Count 21 YLD0012 Num 8 112 F6.1 F6.1 Margin Yield 22 YLD0013 Num 8 120 F6. F6. Pass Chip Count 23 YLD0014 Num 8 128 F6. F6. R/D Pass Count 24 YLD0015 Num 8 136 F6.1 F6.1 R/D Yield 25 YLD0016 Num 8 144 F6. F6. Measurement Chip Count 26 YLD0017 Num 8 152 F6.1 F6.1 Yield 32 bgndate Num 8 160 DATETIME20. DATETIME20. Start Time 7 chipcnt Num 8 8 F6. F6. Chip Count 33 enddate Num 8 168 DATETIME20. DATETIME20. End Time 34 keycode Num 8 176 DATETIME20. DATETIME20. Keycode 2 lot Char 16 744 $14. $14. Lot 27 mltoolid Char 4 796 $4. $4. Tool ID 29 opcode Char 6 808 $6. $6. Operation 31 operator Char 12 820 $12. $12. Operator 3 process Char 4 760 $4. $4. Process 1 product Char 32 712 $29. $29. Product 5 program Char 20 764 $20. $20. Program 28 routeid Char 8 800 $8. $8. Route ID 9 testdate Num 8 16 DATETIME20. DATETIME20. Test Date 30 type Char 6 814 $F6. $F6. Data Type 6 version Char 5 784 $5. $5. Version 4 wafer Num 8 0 F3. F3. Wafer Count 8 week Char 7 789 $F7. $F7. PCWeek Part 1a: DS joined with GC lq1hgc 4 14:15 Monday, August 19, 2002 The CONTENTS Procedure -----Sort Information----- Sortedby: lot Validated: YES Character Set: ASCII Part 1b: DS joined with GC lq1hgc 5 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label N Mean Std Dev --------------------------------------------------------------------------- wafer Wafer Count 2478 24.0112994 2.1980727 chipcnt Chip Count 2478 6002.82 549.5181675 testdate Test Date 2478 1313314383 3870457.56 YLD0001 Actual Gross Chip Count 2478 6002.56 550.0193726 YLD0002 All Bit Pass Count 2478 0 0 YLD0003 All Bit Yield 2478 0 0 YLD0004 DC Fail Count 2478 257.4334140 175.7180626 YLD0005 DC Rate 2478 95.5017756 5.7369266 YLD0006 DC Yield 2478 95.4990315 5.7369971 YLD0007 Fail Chip Count 2478 1458.67 778.7466398 YLD0008 Function Rate 2478 86.6211461 7.5496171 YLD0009 Function Yield 2478 83.0021388 7.8804700 YLD0010 Function Fail Count 2478 745.6997579 281.5773041 YLD0011 Margin Fail Count 2478 455.5330912 716.3958656 YLD0012 Margin Yield 2478 90.4603713 15.4631732 YLD0013 Pass Chip Count 2478 4543.90 922.6785591 YLD0014 R/D Pass Count 2478 4543.90 922.6785591 YLD0015 R/D Yield 2478 75.3740920 13.9680817 YLD0016 Measurement Chip Count 2478 6002.56 550.0193726 YLD0017 Yield 2478 75.3740920 13.9680817 bgndate Start Time 2478 1311078392 4020058.02 enddate End Time 2478 1311079133 4020047.52 keycode Keycode 2478 1311079872 4019492.01 QE0085 LSO 2478 -0.0065860 0.1747161 QE0086 LSO3S 2478 0.4489457 0.0754058 QE0087 LSO3SW 2478 0.2845794 0.1592584 QE0088 LSOMAX 2478 0.0840850 0.1843700 QE0089 LSOMIN 2478 -0.0971302 0.1820930 QE0057 LSR 2478 0.0123394 0.1403124 QE0058 LSR3S 2478 0.3388334 0.0569309 QE0059 LSR3SW 2478 0.2093855 0.1176720 QE0060 LSRMAX 2478 0.0787206 0.1440267 QE0061 LSRMIN 2478 -0.0544648 0.1476336 QE0064 LSS 2478 0 0 QE0065 LSS3S 2478 0 0 QE0066 LSS3SW 2478 0 0 QE0067 LSSMAX 2478 0 0 QE0068 LSSMIN 2478 0 0 QE0071 LSXS 2478 -0.0223439 0.5274332 QE0072 LSXS3S 2478 0.3388334 0.0569309 QE0073 LSXS3SW 2478 0.2398126 0.1688069 QE0074 LSXSMAX 2478 0.0534136 0.5309129 QE0075 LSXSMIN 2478 -0.0986187 0.5296370 QE0078 LSYS 2478 0.0075544 0.1603408 QE0079 LSYS3S 2478 0.2945154 0.0494662 QE0080 LSYS3SW 2478 0.2718423 0.1657626 QE0081 LSYSMAX 2478 0.0931279 0.1685468 QE0082 LSYSMIN 2478 -0.0796243 0.1714541 QE0043 LWO 2478 -0.0019084 0.0558905 QE0044 LWO3S 2478 0.0374494 0.0298840 QE0045 LWO3SW 2478 0.1647945 0.0923801 QE0046 LWOMAX 2478 0.0507776 0.0657909 --------------------------------------------------------------------------- Part 1b: DS joined with GC lq1hgc 6 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label N Mean Std Dev --------------------------------------------------------------------------- QE0047 LWOMIN 2478 -0.0540935 0.0633334 QE0050 LWR 2478 0.0022823 0.0476060 QE0051 LWR3S 2478 0.0282295 0.0235253 QE0052 LWR3SW 2478 0.1443137 0.0791587 QE0053 LWRMAX 2478 0.0478751 0.0538119 QE0054 LWRMIN 2478 -0.0438352 0.0554269 QE0015 LWXO 2478 -0.000243253 0.0081412 QE0016 LWXO3S 2478 0.0013672 0.0011338 QE0017 LWXO3SW 2478 0.0076349 0.0050178 QE0018 LWXOMAX 2478 0.0021304 0.0082651 QE0019 LWXOMIN 2478 -0.0027180 0.0083950 QE0029 LWXS 2478 -0.000324436 0.0385484 QE0030 LWXS3S 2478 0.0282295 0.0235253 QE0031 LWXS3SW 2478 0.1276277 0.0699618 QE0032 LWXSMAX 2478 0.0403232 0.0458302 QE0033 LWXSMIN 2478 -0.0409224 0.0451294 QE0022 LWYO 2478 0.000109557 0.0061520 QE0023 LWYO3S 2478 0.0013672 0.0011338 QE0024 LWYO3SW 2478 0.0096153 0.0054913 QE0025 LWYOMAX 2478 0.0031808 0.0063840 QE0026 LWYOMIN 2478 -0.0029304 0.0064408 QE0036 LWYS 2478 -0.0025689 0.0508037 QE0037 LWYS3S 2478 0.0246082 0.0186809 QE0038 LWYS3SW 2478 0.1158746 0.0632953 QE0039 LWYSMAX 2478 0.0344730 0.0555974 QE0040 LWYSMIN 2478 -0.0393237 0.0550946 QE001 TotDataPts 2478 83.9180791 0.9382144 QE004 X3Sig 2478 0.0257561 0.0099976 QE008 XMax 2478 0.0213111 0.0117802 QE002 XMean 2478 -0.000232575 0.0081034 QE006 XMean3Sig 2478 0.0320716 0.0119069 QE0010 XMin 2478 -0.0202966 0.0157945 QE005 Y3Sig 2478 0.0275813 0.0061760 QE009 YMax 2478 0.0238781 0.0090856 QE003 YMean 2478 0.000102677 0.0061736 QE007 YMean3Sig 2478 0.0323039 0.0077575 QE0011 YMin 2478 -0.0213757 0.0126325 --------------------------------------------------------------------------- Variable Label Minimum Maximum ------------------------------------------------------------------- wafer Wafer Count 3.0000000 36.0000000 chipcnt Chip Count 750.0000000 9000.00 testdate Test Date 1306949245 1320003348 YLD0001 Actual Gross Chip Count 750.0000000 9000.00 YLD0002 All Bit Pass Count 0 0 YLD0003 All Bit Yield 0 0 YLD0004 DC Fail Count 40.0000000 3144.00 YLD0005 DC Rate 0 98.6000000 YLD0006 DC Yield 0 98.6000000 YLD0007 Fail Chip Count 359.0000000 5702.00 YLD0008 Function Rate 0 93.8000000 ------------------------------------------------------------------- Part 1b: DS joined with GC lq1hgc 7 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label Minimum Maximum ------------------------------------------------------------------- YLD0009 Function Yield 0 92.2000000 YLD0010 Function Fail Count 0 3674.00 YLD0011 Margin Fail Count 0 4643.00 YLD0012 Margin Yield 0 99.2000000 YLD0013 Pass Chip Count 0 7650.00 YLD0014 R/D Pass Count 0 7650.00 YLD0015 R/D Yield 0 91.1000000 YLD0016 Measurement Chip Count 750.0000000 9000.00 YLD0017 Yield 0 91.1000000 bgndate Start Time 1304993595 1317425618 enddate End Time 1304994347 1317426222 keycode Keycode 1304994467 1317426333 QE0085 LSO -0.9850000 0.8620000 QE0086 LSO3S 0.2615856 0.8274053 QE0087 LSO3SW 0.0075498 1.1864624 QE0088 LSOMAX -0.8360000 0.9550000 QE0089 LSOMIN -1.2400000 0.8040000 QE0057 LSR -0.5720000 0.9950000 QE0058 LSR3S 0.1974103 0.6244162 QE0059 LSR3SW 0.0051962 0.9392855 QE0060 LSRMAX -0.5410000 1.0600000 QE0061 LSRMIN -0.5890000 0.9560000 QE0064 LSS 0 0 QE0065 LSS3S 0 0 QE0066 LSS3SW 0 0 QE0067 LSSMAX 0 0 QE0068 LSSMIN 0 0 QE0071 LSXS -3.1633333 2.1266667 QE0072 LSXS3S 0.1974103 0.6244162 QE0073 LSXS3SW 0 2.7830338 QE0074 LSXSMAX -3.1300000 2.2000000 QE0075 LSXSMIN -3.2100000 2.0700000 QE0078 LSYS -0.9793333 1.6366667 QE0079 LSYS3S 0.1716282 0.5428665 QE0080 LSYS3SW 0.0051962 1.5086908 QE0081 LSYSMAX -0.8450000 1.6800000 QE0082 LSYSMIN -1.1600000 1.6000000 QE0043 LWO -0.1953333 0.1864667 QE0044 LWO3S 0.0013387 0.6158732 QE0045 LWO3SW 0.0049568 0.8603224 QE0046 LWOMAX -0.1470000 0.5140000 QE0047 LWOMIN -0.3420000 0.1450000 QE0050 LWR -0.1760000 0.1952000 QE0051 LWR3S 0.0010075 0.5826019 QE0052 LWR3SW 0.0021633 0.7206011 QE0053 LWRMAX -0.1370000 0.4290000 QE0054 LWRMIN -0.4470000 0.1160000 QE0015 LWXO -0.0297000 0.0272333 QE0016 LWXO3S 0.000048720 0.0277812 QE0017 LWXO3SW 0 0.0419849 QE0018 LWXOMAX -0.0283000 0.0296000 QE0019 LWXOMIN -0.0312000 0.0258000 ------------------------------------------------------------------- Part 1b: DS joined with GC lq1hgc 8 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label Minimum Maximum ------------------------------------------------------------------- QE0029 LWXS -0.1370667 0.1636667 QE0030 LWXS3S 0.0010075 0.5826019 QE0031 LWXS3SW 0.0032389 0.5393504 QE0032 LWXSMAX -0.0939000 0.2600000 QE0033 LWXSMIN -0.3230000 0.1480000 QE0022 LWYO -0.0450667 0.0217000 QE0023 LWYO3S 0.000048720 0.0277812 QE0024 LWYO3SW 0.000173210 0.0543205 QE0025 LWYOMAX -0.0387000 0.0250000 QE0026 LWYOMIN -0.0505000 0.0197000 QE0036 LWYS -0.2400000 0.2203333 QE0037 LWYS3S 0.000881500 0.2914743 QE0038 LWYS3SW 0.000754980 0.4437479 QE0039 LWYSMAX -0.2290000 0.2530000 QE0040 LWYSMIN -0.2830000 0.2050000 QE001 TotDataPts 56.0000000 84.0000000 QE004 X3Sig 0.0099693 0.2103106 QE008 XMax -0.0100000 0.1880000 QE002 XMean -0.0295904 0.0265238 QE006 XMean3Sig 0.0113979 0.2112740 QE0010 XMin -0.6210000 0.0110000 QE005 Y3Sig 0.0157130 0.1565320 QE009 YMax -0.0160000 0.1060000 QE003 YMean -0.0452976 0.0210357 QE007 YMean3Sig 0.0162227 0.1585567 QE0011 YMin -0.4580000 0.0040000 ------------------------------------------------------------------- Part-2a: proc reg on lq1hgc 9 14:15 Monday, August 19, 2002 The REG Procedure Model: MODEL1 Dependent Variable: MDR3 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 58 5.45167 0.09399 7.40 <.0001 Error 2419 30.71394 0.01270 Corrected Total 2477 36.16561 Root MSE 0.11268 R-Square 0.1507 Dependent Mean 0.07637 Adj R-Sq 0.1304 Coeff Var 147.54450 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. NOTE: The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. QE0023 = QE0016 + 451E-15 * QE0058 + 292E-15 * QE0079 - 532E-15 * QE0086 QE0051 = QE0030 QE0072 = QE0058 - 192E-13 * QE0086 Parameter Estimates Parameter Standard Variable Label DF Estimate Error t Value Pr > |t| Intercept Intercept 1 0.89374 0.29567 3.02 0.0025 QE001 TotDataPts 1 -0.01055 0.00351 -3.00 0.0027 QE0010 XMin 1 0.96554 0.51726 1.87 0.0621 QE0011 YMin 1 1.37430 0.44750 3.07 0.0022 QE0015 LWXO 1 69.59385 37.40807 1.86 0.0630 QE0016 LWXO3S B -302.10615 92.62172 -3.26 0.0011 QE0017 LWXO3SW 1 -8.39269 5.89106 -1.42 0.1544 QE0018 LWXOMAX 1 9.67103 9.25040 1.05 0.2959 QE0019 LWXOMIN 1 -16.31245 9.88668 -1.65 0.0991 QE002 XMean 1 -67.77036 37.07933 -1.83 0.0677 QE0022 LWYO 1 -1.38747 36.26581 -0.04 0.9695 QE0023 LWYO3S 0 0 . . . QE0024 LWYO3SW 1 -3.33691 4.84100 -0.69 0.4907 QE0025 LWYOMAX 1 5.32597 7.92884 0.67 0.5018 QE0026 LWYOMIN 1 -1.83984 7.69803 -0.24 0.8111 QE0029 LWXS 1 -1.38039 0.71707 -1.93 0.0543 QE003 YMean 1 -3.88928 36.17785 -0.11 0.9144 QE0030 LWXS3S B -4.67368 11.11585 -0.42 0.6742 QE0031 LWXS3SW 1 0.00863 0.36790 0.02 0.9813 QE0032 LWXSMAX 1 0.16468 0.59105 0.28 0.7806 QE0033 LWXSMIN 1 0.08535 0.59345 0.14 0.8857 QE0036 LWYS 1 0.43930 0.62784 0.70 0.4842 Part-2a: proc reg on lq1hgc 10 14:15 Monday, August 19, 2002 The REG Procedure Model: MODEL1 Dependent Variable: MDR3 Parameter Estimates Parameter Standard Variable Label DF Estimate Error t Value Pr > |t| QE0037 LWYS3S 1 -11.75241 8.44088 -1.39 0.1640 QE0038 LWYS3SW 1 1.31669 0.41522 3.17 0.0015 QE0039 LWYSMAX 1 -2.33521 0.67402 -3.46 0.0005 QE004 X3Sig 1 -1.24012 0.67590 -1.83 0.0667 QE0040 LWYSMIN 1 1.67988 0.65772 2.55 0.0107 QE0043 LWO 1 0.96889 0.59711 1.62 0.1048 QE0044 LWO3S 1 22.29549 14.01302 1.59 0.1117 QE0045 LWO3SW 1 -0.29987 0.29194 -1.03 0.3044 QE0046 LWOMAX 1 0.34762 0.47634 0.73 0.4656 QE0047 LWOMIN 1 -0.51486 0.46974 -1.10 0.2732 QE005 Y3Sig 1 2.26802 1.14365 1.98 0.0475 QE0050 LWR 1 0.84056 0.52959 1.59 0.1126 QE0051 LWR3S 0 0 . . . QE0052 LWR3SW 1 0.12763 0.32445 0.39 0.6941 QE0053 LWRMAX 1 -0.05893 0.52608 -0.11 0.9108 QE0054 LWRMIN 1 0.18494 0.52457 0.35 0.7245 QE0057 LSR 1 -0.05065 0.17798 -0.28 0.7760 QE0058 LSR3S B 42.43146 37.84513 1.12 0.2623 QE0059 LSR3SW 1 0.17550 0.23382 0.75 0.4530 QE006 XMean3Sig 1 2.20786 0.48178 4.58 <.0001 QE0060 LSRMAX 1 -0.23847 0.37466 -0.64 0.5245 QE0061 LSRMIN 1 0.29879 0.37680 0.79 0.4279 QE007 YMean3Sig 1 0.43045 0.59933 0.72 0.4727 QE0071 LSXS 1 -0.38772 0.12885 -3.01 0.0026 QE0072 LSXS3S 0 0 . . . QE0073 LSXS3SW 1 -0.17638 0.17655 -1.00 0.3179 QE0074 LSXSMAX 1 0.46368 0.28835 1.61 0.1080 QE0075 LSXSMIN 1 -0.07914 0.29371 -0.27 0.7876 QE0078 LSYS 1 0.10658 0.12743 0.84 0.4030 QE0079 LSYS3S B 31.65176 24.48242 1.29 0.1962 QE008 XMax 1 1.72203 0.43805 3.93 <.0001 QE0080 LSYS3SW 1 0.00935 0.17338 0.05 0.9570 QE0081 LSYSMAX 1 -0.07531 0.27532 -0.27 0.7845 QE0082 LSYSMIN 1 0.02426 0.28346 0.09 0.9318 QE0085 LSO 1 -0.05034 0.13126 -0.38 0.7014 QE0086 LSO3S B -52.92487 44.58929 -1.19 0.2354 QE0087 LSO3SW 1 -0.16750 0.17205 -0.97 0.3304 QE0088 LSOMAX 1 0.24757 0.27729 0.89 0.3721 QE0089 LSOMIN 1 -0.19592 0.27627 -0.71 0.4783 QE009 YMax 1 1.49620 0.58823 2.54 0.0110 Part-2b: proc logistic on lq1hgc, multicol fixed 11 14:15 Monday, August 19, 2002 The LOGISTIC Procedure Model Information Data Set WORK.NEW Response Variable (Events) YLD0011 Margin Fail Count Response Variable (Trials) YLD0016 Measurement Chip Count Number of Observations 1200 Weight Variable TRAIN Sum of Weights 7181808 Model binary probit Optimization Technique Fisher's scoring Response Profile Ordered Binary Total Total Value Outcome Frequency Weight 1 Event 257285 257285.0 2 Nonevent 6924523 6924523.0 NOTE: 1278 observations having zero frequencies or weights were excluded since they do not contribute to the analysis. Model Convergence Status Convergence criterion (GCONV=1E-8) satisfied. Model Fit Statistics Intercept Intercept and Criterion Only Covariates AIC 2218309.1 2138954.2 SC 2218322.9 2139767.7 -2 Log L 2218307.1 2138836.2 R-Square 0.0110 Max-rescaled R-Square 0.0414 Testing Global Null Hypothesis: BETA=0 Test Chi-Square DF Pr > ChiSq Likelihood Ratio 79470.8985 58 <.0001 Score 118984.194 58 <.0001 Wald 83452.8331 58 <.0001 Part-2b: proc logistic on lq1hgc, multicol fixed 12 14:15 Monday, August 19, 2002 The LOGISTIC Procedure Analysis of Maximum Likelihood Estimates Standard Wald Parameter DF Estimate Error Chi-Square Pr > ChiSq Intercept 1 -3.2685 0.4184 61.0276 <.0001 QE001 1 0.0156 0.00498 9.8679 0.0017 QE0010 1 3.2044 0.2542 158.8972 <.0001 QE0011 1 3.8383 0.2195 305.7082 <.0001 QE0015 1 39.3280 29.6006 1.7652 0.1840 QE0016 1 -995.5 39.7221 628.0738 <.0001 QE0017 1 -43.1720 2.5527 286.0208 <.0001 QE0018 1 55.0497 4.0342 186.2102 <.0001 QE0019 1 -74.1594 4.2652 302.3165 <.0001 QE002 1 -10.2887 29.5007 0.1216 0.7273 QE0022 1 -41.5036 24.2682 2.9248 0.0872 QE0024 1 45.2502 1.9441 541.7796 <.0001 QE0025 1 -57.9278 3.2667 314.4504 <.0001 QE0026 1 89.0540 3.0167 871.4482 <.0001 QE0029 1 -0.1709 0.5587 0.0936 0.7596 QE003 1 14.1977 24.3482 0.3400 0.5598 QE0031 1 -1.7425 0.1501 134.7044 <.0001 QE0032 1 3.0058 0.2433 152.6380 <.0001 QE0033 1 -2.7919 0.2403 134.9308 <.0001 QE0036 1 -4.7120 0.3841 150.5215 <.0001 QE0037 1 125.2 15.7638 63.0333 <.0001 QE0038 1 -0.5239 0.1707 9.4222 0.0021 QE0039 1 2.0948 0.2800 55.9792 <.0001 QE004 1 -5.4088 0.2702 400.7684 <.0001 QE0040 1 1.6906 0.2669 40.1241 <.0001 QE0043 1 -0.4907 0.4516 1.1808 0.2772 QE0044 1 -133.1 25.4342 27.3861 <.0001 QE0045 1 -0.0213 0.1261 0.0286 0.8657 QE0046 1 0.0671 0.2055 0.1067 0.7439 QE0047 1 0.7911 0.2005 15.5612 <.0001 QE005 1 24.2093 0.5321 2070.4206 <.0001 QE0050 1 -0.1797 0.4256 0.1782 0.6729 QE0051 1 115.9 19.9974 33.6127 <.0001 QE0052 1 -2.8684 0.1353 449.6789 <.0001 QE0053 1 4.8684 0.2202 488.7558 <.0001 QE0054 1 -4.3544 0.2168 403.4210 <.0001 QE0057 1 -1.6912 0.0726 542.4065 <.0001 QE0059 1 0.8470 0.0917 85.3642 <.0001 QE006 1 18.7144 0.2036 8448.1395 <.0001 QE0060 1 -0.6551 0.1444 20.5975 <.0001 QE0061 1 2.2629 0.1507 225.6297 <.0001 QE007 1 -9.1839 0.2757 1109.6411 <.0001 QE0071 1 -0.6397 0.0542 139.1920 <.0001 QE0072 1 10876.7 552.8 387.1298 <.0001 QE0073 1 -0.7813 0.0746 109.7067 <.0001 QE0074 1 1.4901 0.1222 148.8042 <.0001 QE0075 1 -1.0290 0.1214 71.8535 <.0001 QE0078 1 0.4326 0.0514 70.8969 <.0001 QE0079 1 8465.4 429.2 388.9946 <.0001 QE008 1 -8.6612 0.2063 1761.8057 <.0001 Part-2b: proc logistic on lq1hgc, multicol fixed 13 14:15 Monday, August 19, 2002 The LOGISTIC Procedure Analysis of Maximum Likelihood Estimates Standard Wald Parameter DF Estimate Error Chi-Square Pr > ChiSq QE0080 1 0.9664 0.0693 194.2474 <.0001 QE0081 1 -1.5770 0.1086 210.7849 <.0001 QE0082 1 1.2479 0.1149 118.0380 <.0001 QE0085 1 -1.7018 0.0518 1078.3333 <.0001 QE0086 1 -13762.9 698.8 387.9133 <.0001 QE0087 1 0.5022 0.0698 51.8364 <.0001 QE0088 1 0.2170 0.1152 3.5475 0.0596 QE0089 1 1.4014 0.1102 161.7200 <.0001 QE009 1 -6.7407 0.2612 666.2116 <.0001 Association of Predicted Probabilities and Observed Responses Percent Concordant 60.3 Somers' D 0.250 Percent Discordant 35.3 Gamma 0.262 Percent Tied 4.4 Tau-a 0.017 Pairs 1.7815759E12 c 0.625 Partition for the Hosmer and Lemeshow Test Event Nonevent Group Total Observed Expected Observed Expected 1 712250 15462 12634.29 696788 699615.7 2 727250 16271 15574.30 710979 711675.7 3 701500 18434 17111.74 683066 684388.3 4 715000 19656 19076.51 695344 695923.5 5 728544 18598 21115.80 709946 707428.2 6 732750 22874 23290.03 709876 709460.0 7 720764 22705 25329.88 698059 695434.1 8 721750 29243 28463.75 692507 693286.2 9 721500 30118 33759.13 691382 687740.9 10 700500 63924 60675.04 636576 639825.0 Hosmer and Lemeshow Goodness-of-Fit Test Chi-Square DF Pr > ChiSq 2022.4136 8 <.0001 Part-2c: proc genmod on lq1hgc, multicol fixed NULL 14 14:15 Monday, August 19, 2002 Plot of _SENSIT_*_1MSPEC_. Symbol used is '+'. Plot of _1MSPEC_*_1MSPEC_. Symbol used is '.'. | | 1.0 + +++ | ++++. | ++++.. | ++++... | ++++ ... | +++ ... | +++ ... 0.8 + ++++ ... | +++ ... | +++ ... | ++++ ... | ++++ ... S | +++ ... e | +++ ... n 0.6 + ++++ ... s | +++ ... i | +++ ... t | +++ ... i | +++ ... v | +++ ... i | +++ ... t 0.4 + ++ ... y | +++ ... | +++ ... | +++ ... | +++ ... | ++ ... | + ... 0.2 + ++ ... | ++ ... | ++ ... | ++ ... | + ... |++ ... |+... 0.0 ++. | -+-------------+-------------+-------------+-------------+-------------+ 0.0 0.2 0.4 0.6 0.8 1.0 1 - Specificity NOTE: 517 obs hidden. Part-2d: proc genmod on lq1hgc, multicol fixed NULL 15 14:15 Monday, August 19, 2002 Plot of _POS_*_PROB_. Symbol used is '+'. Plot of _NEG_*_PROB_. Symbol used is '-'. Plot of _FALPOS_*_PROB_. Symbol used is 'f'. Plot of _FALNEG_*_PROB_. Symbol used is 'm'. | | 7000000 + ff - | ff ---- -- --- -- - -- -- - -- | f ---- | f --- N | f -- o | ff - . 6000000 + f -- | f - o | f -- f | f - | f - C | f -- o 5000000 + ff - r | f - r | f - e | f - c | f-- t | f- l 4000000 + f- y | f- | f- P | - r | -- e | -f d 3000000 + -f i | -f c | -ff t | - f e | - f d | - f 2000000 + - f E | - ff v | - f e | - f n | - f t | - ff s 1000000 + - f | -- ff | - ff | - ff | +++ fff mm m | -+++++++mmmmmffffff ff fmm mm m mm mm m 0 + --mmmm ++++++++++++ ++ +++ ++ + ++ ++ + ++ + | -+----------+----------+----------+----------+----------+----------+ 0.00 0.05 0.10 0.15 0.20 0.25 0.30 Probability Level NOTE: 1243 obs hidden. Part-2e: proc genmod on lq1hgc, multicol fixed NULL 16 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label N Mean Std Dev ------------------------------------------------------------------------------ wafer Wafer Count 1278 24.0774648 1.9228118 chipcnt Chip Count 1278 6019.37 480.7029460 testdate Test Date 1278 1316698780 1811394.66 YLD0001 Actual Gross Chip Count 1278 6019.21 480.6600854 YLD0002 All Bit Pass Count 1278 0 0 YLD0003 All Bit Yield 1278 0 0 YLD0004 DC Fail Count 1278 236.2746479 158.3207409 YLD0005 DC Rate 1278 95.9564163 4.5324552 YLD0006 DC Yield 1278 95.9539124 4.5323198 YLD0007 Fail Chip Count 1278 1630.53 956.2569300 YLD0008 Function Rate 1278 87.4318466 6.3425867 YLD0009 Function Yield 1278 84.0685446 6.7247049 YLD0010 Function Fail Count 1278 712.3059468 251.8457119 YLD0011 Margin Fail Count 1278 681.9452269 909.8838310 YLD0012 Margin Yield 1278 86.1131455 18.8466731 YLD0013 Pass Chip Count 1278 4388.68 1046.78 YLD0014 R/D Pass Count 1278 4388.68 1046.78 YLD0015 R/D Yield 1278 72.6405321 16.5143615 YLD0016 Measurement Chip Count 1278 6019.21 480.6600854 YLD0017 Yield 1278 72.6405321 16.5143615 bgndate Start Time 1278 1314595890 1844212.57 enddate End Time 1278 1314596619 1844217.75 keycode Keycode 1278 1314596861 1844145.04 QE0085 LSO 1278 -0.0092938 0.1669346 QE0086 LSO3S 1278 0.4824636 0.0736486 QE0087 LSO3SW 1278 0.2848564 0.1530816 QE0088 LSOMAX 1278 0.0812848 0.1762322 QE0089 LSOMIN 1278 -0.1001892 0.1739643 QE0057 LSR 1278 0.0053569 0.1443382 QE0058 LSR3S 1278 0.3641430 0.0556045 QE0059 LSR3SW 1278 0.2096546 0.1144742 QE0060 LSRMAX 1278 0.0719157 0.1477469 QE0061 LSRMIN 1278 -0.0613378 0.1502280 QE0064 LSS 1278 0 0 QE0065 LSS3S 1278 0 0 QE0066 LSS3SW 1278 0 0 QE0067 LSSMAX 1278 0 0 QE0068 LSSMIN 1278 0 0 QE0071 LSXS 1278 0.0053103 0.5116712 QE0072 LSXS3S 1278 0.3641430 0.0556045 QE0073 LSXS3SW 1278 0.2396447 0.1788615 QE0074 LSXSMAX 1278 0.0811570 0.5149982 QE0075 LSXSMIN 1278 -0.0706697 0.5148140 QE0078 LSYS 1278 0.0091404 0.1798910 QE0079 LSYS3S 1278 0.3164826 0.0483370 QE0080 LSYS3SW 1278 0.2746416 0.1644123 QE0081 LSYSMAX 1278 0.0963509 0.1841059 QE0082 LSYSMIN 1278 -0.0783543 0.1928734 QE0043 LWO 1278 -0.0015658 0.0609252 QE0044 LWO3S 1278 0.0389178 0.0294910 QE0045 LWO3SW 1278 0.1688527 0.0931030 QE0046 LWOMAX 1278 0.0522535 0.0718188 ------------------------------------------------------------------------------ Part-2e: proc genmod on lq1hgc, multicol fixed NULL 17 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label N Mean Std Dev ------------------------------------------------------------------------------ QE0047 LWOMIN 1278 -0.0550113 0.0665790 QE0050 LWR 1278 0.0016016 0.0496275 QE0051 LWR3S 1278 0.0293094 0.0222159 QE0052 LWR3SW 1278 0.1479289 0.0787912 QE0053 LWRMAX 1278 0.0484324 0.0545711 QE0054 LWRMIN 1278 -0.0455736 0.0579554 QE0015 LWXO 1278 -0.000286545 0.0092694 QE0016 LWXO3S 1278 0.0014169 0.0010709 QE0017 LWXO3SW 1278 0.0079671 0.0054295 QE0018 LWXOMAX 1278 0.0021747 0.0094036 QE0019 LWXOMIN 1278 -0.0028835 0.0095393 QE0029 LWXS 1278 -0.0019143 0.0373110 QE0030 LWXS3S 1278 0.0293094 0.0222159 QE0031 LWXS3SW 1278 0.1279257 0.0687480 QE0032 LWXSMAX 1278 0.0389292 0.0444664 QE0033 LWXSMIN 1278 -0.0425131 0.0442058 QE0022 LWYO 1278 0.000164811 0.0068652 QE0023 LWYO3S 1278 0.0014169 0.0010709 QE0024 LWYO3SW 1278 0.0097321 0.0054616 QE0025 LWYOMAX 1278 0.0032634 0.0070878 QE0026 LWYOMIN 1278 -0.0029215 0.0071176 QE0036 LWYS 1278 -0.0023055 0.0559848 QE0037 LWYS3S 1278 0.0256190 0.0193898 QE0038 LWYS3SW 1278 0.1164678 0.0627724 QE0039 LWYSMAX 1278 0.0347789 0.0597138 QE0040 LWYSMIN 1278 -0.0393939 0.0603965 QE001 TotDataPts 1278 83.9053208 1.0408808 QE004 X3Sig 1278 0.0267966 0.0091566 QE008 XMax 1278 0.0225000 0.0126582 QE002 XMean 1278 -0.000254854 0.0092792 QE006 XMean3Sig 1278 0.0344609 0.0110775 QE0010 XMin 1278 -0.0213279 0.0197590 QE005 Y3Sig 1278 0.0291379 0.0058250 QE009 YMax 1278 0.0253983 0.0099665 QE003 YMean 1278 0.000168364 0.0068732 QE007 YMean3Sig 1278 0.0344539 0.0075634 QE0011 YMin 1278 -0.0218372 0.0097095 obs 1278 1839.50 369.0711314 MDR1 1278 0.0405250 0.0452954 MDR2 1278 0.1189085 0.0474677 MDR3 1278 0.1143528 0.1534765 MDR 1278 0.2736171 0.1651180 FDR 1278 0.000194959 0.000922750 LMDR1 1278 -3.3517405 0.4604266 LMDR2 1278 -2.1825038 0.3575430 LMDR3 1278 -2.8517946 1.1323917 LMDR 1278 -1.4293438 0.4846894 LFDR 1278 -8.6930901 0.1941255 LMSR1 1278 -0.0523240 0.3089190 LMSR2 1278 -0.1289386 0.0802780 LMSR3 1278 -0.1432421 0.2316426 LMSR 1278 -0.3866028 0.5881216 ------------------------------------------------------------------------------ Part-2e: proc genmod on lq1hgc, multicol fixed NULL 18 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label N Mean Std Dev ------------------------------------------------------------------------------ LFSR 1278 -0.000195413 0.000938416 TRAIN 1278 0 0 PRED Estimated Probability 1278 0.0376379 0.0262889 LCL Lower 95% Confidence Limit 1278 0.0363311 0.0242288 UCL Upper 95% Confidence Limit 1278 0.0390508 0.0287816 ------------------------------------------------------------------------------ Variable Label Minimum Maximum ---------------------------------------------------------------------- wafer Wafer Count 3.0000000 29.0000000 chipcnt Chip Count 750.0000000 7250.00 testdate Test Date 1310796471 1320003348 YLD0001 Actual Gross Chip Count 750.0000000 7250.00 YLD0002 All Bit Pass Count 0 0 YLD0003 All Bit Yield 0 0 YLD0004 DC Fail Count 45.0000000 2275.00 YLD0005 DC Rate 0 98.6000000 YLD0006 DC Yield 0 98.6000000 YLD0007 Fail Chip Count 440.0000000 5702.00 YLD0008 Function Rate 0 93.8000000 YLD0009 Function Yield 0 92.2000000 YLD0010 Function Fail Count 0 3674.00 YLD0011 Margin Fail Count 0 4643.00 YLD0012 Margin Yield 0 98.9000000 YLD0013 Pass Chip Count 0 5864.00 YLD0014 R/D Pass Count 0 5864.00 YLD0015 R/D Yield 0 91.1000000 YLD0016 Measurement Chip Count 750.0000000 7250.00 YLD0017 Yield 0 91.1000000 bgndate Start Time 1309214102 1317425618 enddate End Time 1309215019 1317426222 keycode Keycode 1309215132 1317426333 QE0085 LSO -0.7360000 0.8620000 QE0086 LSO3S 0.3121883 0.8274053 QE0087 LSO3SW 0.0075498 0.8693869 QE0088 LSOMAX -0.7180000 0.9550000 QE0089 LSOMIN -0.9550000 0.8040000 QE0057 LSR -0.5720000 0.7843333 QE0058 LSR3S 0.2355985 0.6244162 QE0059 LSR3SW 0.0051962 0.7577121 QE0060 LSRMAX -0.5410000 0.8340000 QE0061 LSRMIN -0.5890000 0.7530000 QE0064 LSS 0 0 QE0065 LSS3S 0 0 QE0066 LSS3SW 0 0 QE0067 LSSMAX 0 0 QE0068 LSSMIN 0 0 QE0071 LSXS -1.9866667 2.1266667 QE0072 LSXS3S 0.2355985 0.6244162 QE0073 LSXS3SW 0 2.7830338 QE0074 LSXSMAX -1.8900000 2.2000000 QE0075 LSXSMIN -2.1300000 2.0700000 ---------------------------------------------------------------------- Part-2e: proc genmod on lq1hgc, multicol fixed NULL 19 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label Minimum Maximum ---------------------------------------------------------------------- QE0078 LSYS -0.9793333 1.6366667 QE0079 LSYS3S 0.2048290 0.5428665 QE0080 LSYS3SW 0.0128335 1.5086908 QE0081 LSYSMAX -0.8450000 1.6800000 QE0082 LSYSMIN -1.1600000 1.6000000 QE0043 LWO -0.1953333 0.1864667 QE0044 LWO3S 0.0013387 0.4426526 QE0045 LWO3SW 0.0089011 0.8603224 QE0046 LWOMAX -0.1470000 0.5140000 QE0047 LWOMIN -0.2770000 0.1450000 QE0050 LWR -0.1724797 0.1456667 QE0051 LWR3S 0.0010075 0.3331427 QE0052 LWR3SW 0.0108596 0.7206011 QE0053 LWRMAX -0.1160000 0.2500000 QE0054 LWRMIN -0.4470000 0.1120000 QE0015 LWXO -0.0297000 0.0270333 QE0016 LWXO3S 0.000048720 0.0161171 QE0017 LWXO3SW 0.000062450 0.0419849 QE0018 LWXOMAX -0.0283000 0.0292000 QE0019 LWXOMIN -0.0312000 0.0246000 QE0029 LWXS -0.1291000 0.1103000 QE0030 LWXS3S 0.0010075 0.3331427 QE0031 LWXS3SW 0.0032389 0.4689637 QE0032 LWXSMAX -0.0822000 0.2070000 QE0033 LWXSMIN -0.2820000 0.0756000 QE0022 LWYO -0.0450667 0.0217000 QE0023 LWYO3S 0.000048720 0.0161171 QE0024 LWYO3SW 0.000173210 0.0344567 QE0025 LWYOMAX -0.0387000 0.0250000 QE0026 LWYOMIN -0.0505000 0.0197000 QE0036 LWYS -0.2400000 0.2203333 QE0037 LWYS3S 0.000881500 0.2914743 QE0038 LWYS3SW 0.0034641 0.4437479 QE0039 LWYSMAX -0.2290000 0.2390000 QE0040 LWYSMIN -0.2830000 0.2050000 QE001 TotDataPts 56.0000000 84.0000000 QE004 X3Sig 0.0136239 0.2103106 QE008 XMax -0.0100000 0.1280000 QE002 XMean -0.0295904 0.0265238 QE006 XMean3Sig 0.0152429 0.2112740 QE0010 XMin -0.6210000 0.0110000 QE005 Y3Sig 0.0160680 0.0743077 QE009 YMax -0.0160000 0.1060000 QE003 YMean -0.0452976 0.0210357 QE007 YMean3Sig 0.0162227 0.0792987 QE0011 YMin -0.0850000 0.0040000 obs 1201.00 2478.00 MDR1 0.0140810 0.9997501 MDR2 0.000249875 0.8657562 MDR3 0.000105241 0.8095374 MDR 0.0890258 0.9998948 FDR 0.000137912 0.0331147 ---------------------------------------------------------------------- Part-2e: proc genmod on lq1hgc, multicol fixed NULL 20 14:15 Monday, August 19, 2002 The MEANS Procedure Variable Label Minimum Maximum ---------------------------------------------------------------------- LMDR1 -4.2629299 -0.000249906 LMDR2 -8.2945495 -0.1441520 LMDR3 -9.1592576 -0.2112923 LMDR -2.4188296 -0.000105247 LFDR -8.8888947 -3.4077779 LMSR1 -8.2945495 -0.0141811 LMSR2 -2.0080975 -0.000249906 LMSR3 -1.6582995 -0.000105247 LMSR -9.1592576 -0.0932407 LFSR -0.0336754 -0.000137922 TRAIN 0 0 PRED Estimated Probability 0 0.7265898 LCL Lower 95% Confidence Limit 0 0.6551363 UCL Upper 95% Confidence Limit 0 0.7898318 ---------------------------------------------------------------------- Part-3a: proc genmod on lq1hgc, multicol fixed NULL 21 14:15 Monday, August 19, 2002 The GENMOD Procedure Model Information Data Set WORK.NEW Distribution Binomial Link Function Probit Response Variable (Events) YLD0011 Margin Fail Count Response Variable (Trials) YLD0016 Measurement Chip Count Observations Used 2478 Number Of Events 1128811 Number Of Trials 14874352 Criteria For Assessing Goodness Of Fit Criterion DF Value Value/DF Deviance 2477 1904689.8026 768.9503 Scaled Deviance 2477 1904689.8026 768.9503 Pearson Chi-Square 2477 3029285.9366 1222.9657 Scaled Pearson X2 2477 3029285.9366 1222.9657 Log Likelihood -3995461.071 Algorithm converged. Analysis Of Parameter Estimates Standard Wald 95% Chi- Parameter DF Estimate Error Confidence Limits Square Pr > ChiSq Intercept 1 -1.4333 0.0005 -1.4342 -1.4323 8888932 <.0001 Scale 0 1.0000 0.0000 1.0000 1.0000 NOTE: The scale parameter was held fixed. Part-3b: proc genmod on lq1hgc, multicol fixed 22 14:15 Monday, August 19, 2002 The GENMOD Procedure Model Information Data Set WORK.NEW Distribution Binomial Link Function Probit Response Variable (Events) YLD0007 Fail Chip Count Response Variable (Trials) YLD0016 Measurement Chip Count Observations Used 2478 Number Of Events 3614575 Number Of Trials 14874352 Criteria For Assessing Goodness Of Fit Criterion DF Value Value/DF Deviance 2419 1091260.2691 451.1204 Scaled Deviance 2419 1091260.2691 451.1204 Pearson Chi-Square 2419 1160673.0674 479.8152 Scaled Pearson X2 2419 1160673.0674 479.8152 Log Likelihood -8160507.283 Algorithm converged. Analysis Of Parameter Estimates Standard Wald 95% Chi- Parameter DF Estimate Error Confidence Limits Square Pr > ChiSq Intercept 1 1.5587 0.0433 1.4739 1.6435 1298.54 <.0001 QE001 1 -0.0286 0.0005 -0.0296 -0.0276 3093.18 <.0001 QE0010 1 3.2733 0.0819 3.1128 3.4337 1598.50 <.0001 QE0011 1 1.9309 0.0712 1.7913 2.0705 735.30 <.0001 QE0015 1 269.1726 5.9127 257.5839 280.7614 2072.45 <.0001 QE0016 1 -854.537 14.6254 -883.203 -825.872 3413.87 <.0001 QE0017 1 -34.8333 0.9252 -36.6467 -33.0199 1417.41 <.0001 QE0018 1 44.2502 1.4538 41.4007 47.0997 926.39 <.0001 QE0019 1 -67.8323 1.5508 -70.8718 -64.7927 1913.14 <.0001 QE002 1 -262.068 5.8630 -273.559 -250.577 1998.00 <.0001 QE0022 1 -2.9411 5.8331 -14.3738 8.4916 0.25 0.6141 QE0024 1 -18.9693 0.7607 -20.4602 -17.4784 621.88 <.0001 QE0025 1 33.8001 1.2480 31.3540 36.2463 733.45 <.0001 QE0026 1 -16.3956 1.2077 -18.7626 -14.0285 184.30 <.0001 QE0029 1 -5.2605 0.1132 -5.4824 -5.0386 2159.44 <.0001 QE003 1 -20.2908 5.8212 -31.7002 -8.8814 12.15 0.0005 QE0031 1 -0.4196 0.0576 -0.5325 -0.3066 53.01 <.0001 QE0032 1 1.3455 0.0926 1.1640 1.5270 211.02 <.0001 QE0033 1 -0.4188 0.0929 -0.6008 -0.2367 20.33 <.0001 QE0036 1 0.0048 0.1004 -0.1919 0.2015 0.00 0.9618 QE0037 1 -36.0960 1.4003 -38.8406 -33.3514 664.43 <.0001 QE0038 1 3.7192 0.0650 3.5918 3.8467 3269.98 <.0001 QE0039 1 -6.3010 0.1056 -6.5080 -6.0940 3559.84 <.0001 QE004 1 -4.3219 0.1059 -4.5295 -4.1142 1663.96 <.0001 Part-3b: proc genmod on lq1hgc, multicol fixed 23 14:15 Monday, August 19, 2002 The GENMOD Procedure Analysis Of Parameter Estimates Standard Wald 95% Chi- Parameter DF Estimate Error Confidence Limits Square Pr > ChiSq QE0040 1 5.2899 0.1032 5.0877 5.4921 2628.80 <.0001 QE0043 1 3.4187 0.0945 3.2336 3.6039 1310.08 <.0001 QE0044 1 67.4098 2.3243 62.8543 71.9653 841.15 <.0001 QE0045 1 -1.9386 0.0462 -2.0290 -1.8481 1763.67 <.0001 QE0046 1 2.7765 0.0752 2.6290 2.9239 1362.05 <.0001 QE0047 1 -3.1095 0.0743 -3.2550 -2.9639 1753.64 <.0001 QE005 1 6.1021 0.1789 5.7515 6.4527 1163.50 <.0001 QE0050 1 2.8683 0.0874 2.6969 3.0397 1075.78 <.0001 QE0051 1 -16.4725 1.8319 -20.0629 -12.8821 80.86 <.0001 QE0052 1 -0.1765 0.0511 -0.2767 -0.0764 11.94 0.0005 QE0053 1 0.7106 0.0829 0.5481 0.8732 73.44 <.0001 QE0054 1 -0.1869 0.0825 -0.3486 -0.0252 5.13 0.0235 QE0057 1 0.7706 0.0280 0.7157 0.8256 756.48 <.0001 QE0059 1 0.8929 0.0368 0.8208 0.9649 589.85 <.0001 QE006 1 5.7453 0.0758 5.5967 5.8939 5743.90 <.0001 QE0060 1 -1.7913 0.0589 -1.9067 -1.6758 925.31 <.0001 QE0061 1 1.0686 0.0594 0.9522 1.1850 323.74 <.0001 QE007 1 0.9756 0.0952 0.7890 1.1621 105.06 <.0001 QE0071 1 -0.4754 0.0200 -0.5146 -0.4361 563.42 <.0001 QE0072 1 136.7261 6.0489 124.8705 148.5818 510.92 <.0001 QE0073 1 -0.2675 0.0276 -0.3216 -0.2134 93.89 <.0001 QE0074 1 0.6980 0.0451 0.6097 0.7863 240.07 <.0001 QE0075 1 -0.2358 0.0461 -0.3261 -0.1455 26.19 <.0001 QE0078 1 0.6703 0.0201 0.6309 0.7097 1112.43 <.0001 QE0079 1 102.8295 3.9406 95.1060 110.5530 680.93 <.0001 QE008 1 6.2331 0.0684 6.0991 6.3671 8309.73 <.0001 QE0080 1 0.3663 0.0273 0.3129 0.4198 180.48 <.0001 QE0081 1 -0.8808 0.0433 -0.9656 -0.7960 414.10 <.0001 QE0082 1 0.3762 0.0447 0.2887 0.4638 70.94 <.0001 QE0085 1 -0.1946 0.0209 -0.2355 -0.1536 86.75 <.0001 QE0086 1 -171.273 7.1442 -185.275 -157.271 574.73 <.0001 QE0087 1 -1.0058 0.0273 -1.0593 -0.9523 1359.33 <.0001 QE0088 1 1.5018 0.0440 1.4155 1.5881 1163.90 <.0001 QE0089 1 -1.2818 0.0437 -1.3674 -1.1962 860.95 <.0001 QE009 1 5.9866 0.0918 5.8067 6.1666 4252.61 <.0001 Scale 0 1.0000 0.0000 1.0000 1.0000 NOTE: The scale parameter was held fixed. Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1 1018.1118 28.951726 27.612976 28.368412 29.743788 28.442344 2 -410.4161 -12.24328 -12.67991 -12.74942 -12.3104 -12.74473 3 691.2305 19.162648 18.672691 19.150786 19.653288 19.175871 4 344.65375 9.739781 9.5611717 9.7990219 9.9820743 9.8078784 5 80.561054 2.637546 2.6149496 2.6398156 2.6626269 2.6402451 Part-3b: proc genmod on lq1hgc, multicol fixed 24 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 6 1676.5359 46.77379 44.176963 44.472804 47.087021 44.508473 7 -699.2319 -20.06025 -21.24176 -21.43606 -20.24375 -21.41513 8 2189.5295 62.935121 58.098584 59.504717 64.45831 59.745207 9 -145.4238 -4.518816 -4.583752 -4.632202 -4.56658 -4.630846 10 -222.2219 -6.607529 -6.723898 -6.77223 -6.655025 -6.770577 11 -40.49195 -1.237891 -1.24234 -1.253253 -1.248765 -1.253175 12 -521.9325 -15.35819 -16.07843 -16.14725 -15.42393 -16.14124 13 -446.1285 -13.22488 -13.75799 -13.88011 -13.34227 -13.87086 14 -579.2519 -16.8612 -17.70989 -17.84442 -16.98929 -17.83188 15 -577.3402 -16.64128 -17.43072 -17.53875 -16.74441 -17.52921 16 -457.9085 -13.38664 -13.90483 -14.06021 -13.53623 -14.04891 17 -171.8182 -5.162742 -5.23941 -5.296573 -5.219067 -5.294921 18 -442.6696 -14.70914 -15.64562 -15.83762 -14.88965 -15.81545 19 -312.848 -9.187705 -9.422617 -9.527017 -9.289502 -9.521903 20 544.64838 14.648158 14.375829 14.714501 14.993245 14.727299 21 500.05356 15.362611 14.781816 14.858696 15.442511 14.864839 22 -142.9863 -4.902819 -4.999498 -5.072484 -4.974394 -5.069708 23 356.9932 11.215744 10.87121 10.926507 11.272794 10.930058 24 -481.695 -14.88038 -15.56164 -15.69134 -15.0044 -15.68027 25 -17.31636 -0.479682 -0.480069 -0.491225 -0.490829 -0.491207 26 -307.9975 -11.16657 -11.76653 -11.83128 -11.22802 -11.82486 27 26.760108 0.7408468 0.7400849 0.7665576 0.7673466 0.7666112 28 254.7643 8.1578348 7.9596767 8.0334576 8.2334525 8.037159 29 -192.384 -5.87851 -5.984627 -6.02562 -5.918776 -6.024183 30 -629.9918 -18.76196 -19.88374 -20.01841 -18.88903 -20.00368 31 -126.0291 -4.066848 -4.125011 -4.147686 -4.089203 -4.147053 32 -297.4407 -8.962638 -9.195409 -9.290533 -9.055353 -9.285801 33 -562.9032 -16.38651 -17.18276 -17.34488 -16.54112 -17.33026 34 -467.7799 -15.00937 -15.92572 -16.28169 -15.34485 -16.24229 35 -507.6007 -15.68224 -16.543 -16.6449 -15.77883 -16.6346 36 -332.4759 -11.81514 -12.41507 -12.5113 -11.90672 -12.50226 37 -87.91066 -2.894644 -2.92322 -5.152216 -5.10185 -5.118118 38 -691.7331 -21.45667 -23.34037 -23.7402 -21.82423 -23.67871 39 -755.7856 -22.72087 -24.64975 -24.85199 -22.90729 -24.82168 40 -121.2522 -3.48348 -3.507542 -3.587504 -3.562893 -3.586423 41 -445.6122 -13.6854 -14.30784 -14.39055 -13.76451 -14.38353 42 -113.3744 -3.34097 -3.370218 -3.38615 -3.356764 -3.385876 43 -216.6998 -6.47563 -6.589486 -6.668796 -6.55357 -6.666095 44 -135.1849 -4.389963 -4.44816 -4.511091 -4.452071 -4.509467 45 40.406191 1.2986258 1.2931416 1.3025231 1.3080471 1.3026025 46 -186.9073 -5.919592 -6.039589 -6.087887 -5.96693 -6.085994 47 -345.9616 -10.95289 -11.37684 -11.44925 -11.02261 -11.44397 48 -327.9769 -10.22281 -10.55358 -10.62273 -10.28979 -10.61848 49 -789.1983 -22.19381 -23.5463 -23.86519 -22.49437 -23.82982 50 -181.2042 -5.726676 -5.823633 -5.890883 -5.792806 -5.888674 51 8.1442038 0.2388948 0.238773 2.4354384 2.4366802 2.4366683 52 -188.7963 -5.81585 -5.917684 -5.947252 -5.844909 -5.946246 53 -793.3395 -23.62485 -25.55358 -25.85412 -23.9027 -25.81068 54 311.69778 8.7171635 8.5945386 8.8696298 8.9961796 8.8774097 55 -576.8159 -17.62473 -18.7017 -18.81155 -17.72825 -18.79929 Part-3b: proc genmod on lq1hgc, multicol fixed 25 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 56 336.98632 10.862586 10.527493 10.631878 10.970293 10.638594 57 561.58708 16.653918 16.091672 16.399776 16.972787 16.421463 58 -80.15078 -2.448819 -2.465635 -2.494686 -2.477671 -2.494293 59 925.25423 26.971337 25.861119 26.682385 27.82786 26.75321 60 -479.8286 -14.33815 -14.99432 -15.16382 -14.50023 -15.14938 61 -225.5893 -6.924686 -7.069387 -7.104765 -6.959339 -7.103335 62 452.43024 13.713984 13.262931 13.426913 13.883543 13.438183 63 -331.2629 -9.6205 -9.868027 -9.941294 -9.691929 -9.937677 64 -574.1554 -17.01996 -17.9534 -18.11524 -17.17339 -18.09891 65 -482.3315 -14.5616 -15.23134 -15.43936 -14.76048 -15.42158 66 -560.71 -16.2927 -17.07265 -17.45291 -16.65559 -17.4193 67 -675.1437 -18.56724 -19.26644 -19.78796 -19.06983 -19.75125 68 -395.8307 -11.79398 -12.19464 -12.30624 -11.90191 -12.29906 69 -400.2683 -12.20237 -12.69686 -12.78768 -12.28966 -12.78076 70 585.16334 23.727066 22.577261 22.886009 24.051537 22.918018 71 124.13474 3.8444751 3.8086632 3.8332892 3.8693327 3.833753 72 -322.7806 -9.513111 -9.769569 -9.833397 -9.575264 -9.830101 73 -793.3197 -24.17695 -26.42623 -26.56089 -24.30014 -26.53899 74 -151.4616 -4.757669 -4.829311 -4.971293 -4.897544 -4.967169 75 -147.3045 -7.05005 -7.345497 -7.424891 -7.126251 -7.418664 76 -174.3344 -7.73127 -7.992132 -8.011661 -7.750161 -8.010408 77 -55.73265 -1.587843 -1.593452 -1.601582 -1.595945 -1.601525 78 -547.7936 -16.57441 -17.52325 -17.60529 -16.65201 -17.59667 79 -256.281 -7.653998 -7.815131 -7.877125 -7.714713 -7.874604 80 87.75057 2.9418699 2.9130981 2.9442235 2.9733027 2.9448381 81 -157.4951 -4.999284 -5.084366 -5.140234 -5.054217 -5.138389 82 356.12045 11.297794 10.952741 11.005071 11.351773 11.008412 83 -206.9232 -7.097253 -7.266961 -7.307844 -7.13718 -7.305961 84 311.02267 9.8479836 9.6089776 9.6710172 9.9115664 9.6741313 85 169.87819 5.4339624 5.3468152 5.800002 5.8945356 5.8142958 86 -807.9494 -23.87506 -25.78614 -25.96395 -24.03969 -25.93864 87 -235.468 -7.270013 -7.425091 -7.488055 -7.331661 -7.485463 88 -1021.157 -28.22481 -30.40746 -30.57313 -28.37859 -30.55025 89 199.2966 5.7487022 5.677146 5.7191391 5.7912245 5.7202003 90 -392.5456 -11.35053 -11.6729 -11.75649 -11.43182 -11.75195 91 532.6082 17.632251 16.750654 17.175815 18.079789 17.221118 92 -25.23538 -0.772139 -0.773865 -0.783278 -0.781531 -0.783236 93 4.0945208 0.1284559 0.128407 0.1290656 0.1291148 0.1290661 94 -261.7213 -8.220845 -8.453996 -8.535591 -8.30019 -8.531173 95 -18.20983 -0.596623 -0.597829 -0.600619 -0.599408 -0.600608 96 -606.1198 -18.37004 -19.57663 -19.79412 -18.57412 -19.76826 97 527.46003 16.941977 16.183772 16.278202 17.040832 16.287229 98 -834.6181 -24.6806 -26.75899 -26.96061 -24.86657 -26.9306 99 398.72829 12.557297 12.145561 12.23389 12.648621 12.239957 100 -417.4589 -12.39399 -12.85949 -12.97279 -12.5032 -12.96477 101 482.09939 14.956339 14.412355 14.532388 15.080902 14.541579 102 -531.3932 -16.52769 -17.51983 -17.60899 -16.6118 -17.5992 103 -255.5465 -11.16973 -11.78925 -11.83328 -11.21144 -11.82878 104 39.120132 1.1537099 1.1503917 1.1573124 1.1606506 1.1573523 105 559.09967 17.4295 16.697677 16.884948 17.624978 16.901622 Part-3b: proc genmod on lq1hgc, multicol fixed 26 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 106 -223.3035 -9.143364 -9.447592 -9.502303 -9.196313 -9.498845 107 -564.0437 -16.60796 -17.46805 -17.57436 -16.70904 -17.56417 108 546.15939 16.985665 16.233319 16.325407 17.082021 16.334114 109 499.8409 15.634734 15.002438 15.106465 15.743146 15.115385 110 -658.4723 -19.68253 -20.95511 -21.4039 -20.10407 -21.35153 111 -112.2321 -4.467446 -4.53481 -4.551754 -4.484139 -4.551255 112 -370.9992 -10.94102 -11.2876 -11.39055 -11.04081 -11.38436 113 -60.88142 -1.897427 -1.908604 -1.923182 -1.91192 -1.923012 114 -668.2816 -20.6972 -22.34211 -22.44531 -20.7928 -22.4307 115 -303.7675 -9.603749 -9.907924 -9.974727 -9.668502 -9.970701 116 -562.7511 -16.53808 -17.38348 -17.51973 -16.6677 -17.50684 117 -487.613 -13.59388 -13.98001 -14.06514 -13.67665 -14.06051 118 -530.8962 -16.05988 -16.89964 -16.98064 -16.13686 -16.9728 119 2933.099 90.957762 81.564442 81.920399 91.354713 82.006873 120 82.520253 2.5201182 2.5025323 2.5207182 2.5384319 2.5209738 121 -252.608 -7.366424 -7.48987 -7.638157 -7.512267 -7.633355 122 -114.3619 -3.526316 -3.564457 -3.591724 -3.553291 -3.591146 123 -205.2409 -6.482055 -6.625876 -6.662077 -6.517471 -6.660527 124 -600.4443 -17.23883 -18.07815 -18.18197 -17.33784 -18.17258 125 -303.9868 -8.821556 -9.026868 -9.074673 -8.868274 -9.072529 126 -63.09253 -1.936695 -1.947819 -1.961448 -1.950246 -1.961293 127 -280.1233 -8.472772 -8.693241 -8.789885 -8.566965 -8.785071 128 -429.9661 -12.8971 -13.42437 -13.53699 -13.00529 -13.52835 129 -528.7786 -15.85752 -16.59675 -16.83971 -16.08966 -16.81869 130 -264.2286 -7.747368 -7.910278 -7.973959 -7.809738 -7.971373 131 -212.6808 -6.398593 -6.518743 -6.568897 -6.447823 -6.567072 132 635.5696 19.076012 18.275087 18.467103 19.276442 18.484205 133 -350.8636 -10.89212 -11.2434 -11.30872 -10.95541 -11.30471 134 -309.6242 -9.680786 -10.00626 -10.14438 -9.814412 -10.13559 135 -220.6452 -6.556543 -6.677482 -6.772545 -6.649884 -6.769155 136 397.18193 12.86354 12.381235 12.552457 13.041432 12.565957 137 -370.813 -12.04629 -12.53641 -12.65161 -12.15698 -12.64281 138 -733.3978 -20.83809 -22.06951 -22.22233 -20.98238 -22.2058 139 -773.7086 -22.63436 -24.34523 -24.50436 -22.78231 -24.48284 140 -511.6331 -14.65443 -15.2327 -15.40926 -14.82429 -15.39618 141 -382.9656 -11.26146 -11.62611 -11.7212 -11.35357 -11.71535 142 -258.6656 -8.356005 -8.617259 -8.728337 -8.463716 -8.721744 143 -878.4849 -24.37112 -25.93358 -26.43709 -24.84428 -26.37874 144 -222.6159 -6.79123 -6.933787 -6.977208 -6.833759 -6.975446 145 -47.14316 -1.460126 -1.466588 -1.478411 -1.471897 -1.478308 146 -364.4411 -11.11543 -11.52009 -11.60507 -11.19742 -11.59922 147 -372.0699 -11.54646 -11.96967 -12.02023 -11.59524 -12.01673 148 17.148311 0.5093075 0.5086388 0.5126948 0.5133688 0.5127054 149 57.655541 1.864565 1.853967 1.8631179 1.8737683 1.8632226 150 -319.536 -9.86577 -10.19173 -10.35022 -10.01919 -10.34032 151 -214.2926 -6.50928 -6.637929 -6.704092 -6.574161 -6.701564 152 -138.6483 -4.005206 -4.041556 -4.098902 -4.062036 -4.097882 153 1414.0648 78.117088 68.316559 68.476106 78.299523 68.525091 154 324.67303 10.250717 9.9560353 10.00718 10.303376 10.010244 155 176.24736 5.2105754 5.1491963 5.1764937 5.2381982 5.1771466 Part-3b: proc genmod on lq1hgc, multicol fixed 27 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 156 16.140973 0.5023409 0.5015831 0.5059149 0.5066793 0.5059279 157 -200.0815 -5.650475 -5.721921 -5.798141 -5.725743 -5.796261 158 -348.8856 -11.07318 -11.52746 -11.67248 -11.21248 -11.66134 159 -446.3929 -13.33746 -13.86709 -13.98581 -13.45164 -13.97695 160 -244.1521 -7.672508 -7.874339 -7.978448 -7.773948 -7.973212 161 25.541662 0.8214498 0.8192389 0.8236632 0.8258861 0.8236871 162 265.89828 8.353169 8.1640692 8.2246655 8.4151688 8.2274941 163 -262.9832 -8.026102 -8.228768 -8.282313 -8.078328 -8.279716 164 -259.0116 -7.657316 -7.82144 -7.874571 -7.709332 -7.872372 165 -178.3185 -5.246687 -5.320083 -5.363546 -5.28955 -5.362359 166 -189.6203 -6.141919 -6.275154 -6.32117 -6.186959 -6.319244 167 -504.7816 -15.04835 -15.77232 -15.97568 -15.24237 -15.95754 168 -570.1686 -16.84658 -17.63558 -17.82808 -17.03046 -17.81133 169 62.802691 1.8167358 1.8103433 1.8292547 1.835714 1.8293878 170 865.38649 28.048247 26.132081 26.247719 28.172365 26.265255 171 -344.0748 -10.65345 -11.00612 -11.08175 -10.72665 -11.077 172 -291.1468 -8.630622 -8.843929 -8.939041 -8.72344 -8.934531 173 -46.76675 -1.415727 -1.421375 -1.430131 -1.424449 -1.430062 174 -448.1266 -12.79756 -13.22161 -13.4071 -12.9771 -13.39547 175 58.94063 1.8627166 1.8520043 1.8764365 1.8872901 1.8767181 176 261.9634 8.1419366 7.9677563 8.0446246 8.2204853 8.0480052 177 -221.4804 -7.058381 -7.228359 -7.308304 -7.136446 -7.304608 178 178.51282 5.6377002 5.547513 5.6299067 5.7214334 5.6325871 179 -190.0313 -6.114417 -6.248521 -6.297167 -6.162019 -6.295109 180 315.10232 10.429519 10.086904 10.150893 10.495681 10.155299 181 298.64031 9.8725903 9.5645999 9.6419711 9.9524529 9.6470126 182 -176.1699 -5.234309 -5.310082 -5.332661 -5.256565 -5.332022 183 -61.1725 -1.901708 -1.911861 -1.924632 -1.914411 -1.924497 184 -144.5382 -4.620591 -4.694339 -4.720448 -4.64629 -4.719637 185 -364.3954 -11.91861 -12.48012 -12.5735 -12.00778 -12.56532 186 2382.1595 99.114796 86.606378 86.975581 99.537323 87.089612 187 -247.1376 -7.386133 -7.54453 -7.590334 -7.430975 -7.588437 188 -223.9541 -7.333367 -7.53245 -7.566925 -7.36693 -7.565131 189 186.97581 5.6306526 5.5538755 5.5747209 5.6517862 5.5753001 190 -96.04815 -3.079866 -3.111117 -3.139252 -3.107718 -3.138692 191 -448.2687 -14.0268 -14.728 -14.93612 -14.22501 -14.9169 192 -608.2903 -17.73616 -18.69432 -18.85125 -17.88505 -18.83564 193 -381.4652 -12.74641 -13.45771 -13.56204 -12.84522 -13.55134 194 -448.4164 -14.05605 -14.73157 -14.8504 -14.16943 -14.83979 195 -255.3882 -8.32601 -8.583175 -8.661815 -8.402293 -8.657193 196 -534.4274 -16.4876 -17.49015 -17.61028 -16.60085 -17.59694 197 -270.5315 -9.860687 -10.1678 -10.24308 -9.933685 -10.23861 198 555.0953 18.172426 17.300877 17.468606 18.348605 17.485839 199 137.4272 4.3360101 4.2798586 4.3407932 4.3977441 4.342391 200 -103.6037 -4.537856 -4.627851 -4.639294 -4.549077 -4.638854 201 -88.95122 -2.696013 -2.716897 -2.726711 -2.705751 -2.726561 202 -93.5996 -2.970086 -2.999308 -3.027233 -2.997738 -3.026694 203 -97.36716 -2.944844 -2.96966 -2.987475 -2.96251 -2.98718 204 -841.8515 -24.39641 -26.0762 -26.25644 -24.56504 -26.23404 205 444.94623 13.291932 12.886857 12.966818 13.374407 12.971907 Part-3b: proc genmod on lq1hgc, multicol fixed 28 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 206 -24.42965 -0.797639 -0.79985 -0.806899 -0.804669 -0.80686 207 1824.1508 53.351325 49.194294 49.801443 54.009778 49.907624 208 -165.1083 -6.706144 -6.878106 -6.89748 -6.725033 -6.896525 209 1052.3544 31.873998 29.824699 30.238104 32.315809 30.296409 210 552.58324 17.928308 17.034151 17.151275 18.051581 17.163847 211 -100.5082 -2.9398 -2.96169 -3.034038 -3.011613 -3.032985 212 753.87822 21.899225 20.992537 21.531368 22.461328 21.578272 213 -518.4607 -16.13285 -17.11443 -17.27169 -16.28109 -17.25424 214 -398.7432 -12.66385 -13.27365 -13.35215 -12.73875 -13.34512 215 -318.2474 -9.754888 -10.05173 -10.14993 -9.850188 -10.14424 216 328.45034 10.734488 10.383355 10.447407 10.800706 10.451798 217 343.25907 11.000169 10.64998 10.728153 11.080913 10.733358 218 1061.6736 33.910024 31.249068 31.473069 34.153099 31.512675 219 32.359307 0.978712 0.9762262 0.9887495 0.9912672 0.988813 220 327.31955 9.9113588 9.6672077 9.7841993 10.031305 9.7901458 221 -59.40618 -2.325428 -2.345589 -2.35801 -2.337742 -2.357798 222 -107.6863 -3.211883 -3.240105 -3.264511 -3.236077 -3.264089 223 -275.2058 -8.76219 -9.005421 -9.089605 -8.8441 -9.085138 224 -425.5265 -13.21849 -13.84475 -13.94608 -13.31523 -13.93715 225 616.67972 19.595873 18.636939 18.702042 19.664325 18.708901 226 120.16359 3.8166666 3.7737484 3.7878915 3.8309705 3.7882144 227 15.527287 0.4684222 0.4678548 0.4776174 0.4781967 0.4776409 228 286.48346 8.7105387 8.5170059 8.60596 8.8015141 8.6100264 229 -511.7192 -15.93159 -16.8478 -16.99678 -16.07247 -16.98108 230 -26.41866 -1.20105 -1.207701 -1.210184 -1.203519 -1.210157 231 -510.558 -16.01016 -16.95958 -17.12276 -16.1642 -17.10508 232 320.96039 9.8005015 9.5550052 9.6154853 9.8625355 9.6186226 233 18.830532 0.5843002 0.5833278 0.5872194 0.5881983 0.5872324 234 11.729208 0.3760816 0.3756356 0.3774027 0.3778509 0.3774069 235 -393.332 -11.43005 -11.78883 -11.92788 -11.56487 -11.91959 236 -690.5635 -20.2906 -21.63815 -21.84039 -20.48024 -21.81608 237 -337.4285 -10.27296 -10.59654 -10.69401 -10.36746 -10.68818 238 -524.0788 -15.23359 -15.86229 -15.95316 -15.32086 -15.94612 239 349.14612 10.540113 10.268548 10.361918 10.635953 10.366898 240 -186.4162 -6.156023 -6.301557 -6.359423 -6.212552 -6.356792 241 -459.7887 -14.04788 -14.72626 -14.93842 -14.25027 -14.91945 242 499.73875 16.124916 15.398461 15.499445 16.230664 15.509163 243 54.524325 1.6348951 1.6278588 1.6370658 1.6441418 1.6371453 244 -672.5235 -20.30611 -21.64708 -21.86024 -20.50607 -21.83476 245 42.078339 1.4327958 1.4260991 1.4343138 1.441049 1.4343909 246 -71.96725 -2.283379 -2.299147 -2.326321 -2.310367 -2.325952 247 -138.1034 -4.216324 -4.267153 -4.291113 -4.239999 -4.290548 248 -290.5643 -8.822182 -9.053813 -9.102708 -8.869826 -9.100244 249 103.58533 3.4349621 3.3970808 3.4117436 3.4497884 3.4120718 250 -527.2065 -16.09331 -17.00913 -17.13729 -16.21457 -17.1239 251 -234.4813 -7.692292 -7.9207 -7.980494 -7.750363 -7.977108 252 -253.4921 -7.246954 -7.374107 -7.441523 -7.313208 -7.439229 253 -434.3453 -12.74594 -13.19011 -13.27922 -12.83206 -13.27334 254 -527.3684 -15.44758 -16.06906 -16.17875 -15.55304 -16.17046 255 -413.3534 -12.47687 -12.97848 -13.08391 -12.57823 -13.07595 Part-3b: proc genmod on lq1hgc, multicol fixed 29 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 256 53.40434 1.7269113 1.7171092 1.7307474 1.7406273 1.7309029 257 -565.116 -16.86555 -17.80397 -17.97384 -17.02646 -17.95648 258 -186.5802 -5.662228 -5.753599 -5.779541 -5.687758 -5.778725 259 -379.3802 -11.26888 -11.64845 -11.70353 -11.32217 -11.70001 260 279.96033 9.0253004 8.7808557 8.8492297 9.0955778 8.8530738 261 511.0117 15.832206 15.202579 15.291846 15.92517 15.299369 262 -473.3725 -14.2392 -14.90122 -14.9938 -14.32767 -14.98578 263 540.88608 17.022579 16.270587 16.396208 17.154007 16.408039 264 -244.3359 -7.643274 -7.832906 -7.89568 -7.704527 -7.892688 265 -101.1292 -3.282008 -3.315819 -3.329016 -3.29507 -3.328749 266 413.41965 12.882062 12.445517 12.537087 12.976844 12.543598 267 -361.4634 -11.28595 -11.73671 -11.79489 -11.3419 -11.79052 268 -568.474 -16.77792 -17.66625 -17.85173 -16.95407 -17.83363 269 83.967117 2.5639341 2.5457489 2.5676591 2.5860008 2.5679719 270 -686.1952 -20.58172 -22.0935 -22.31463 -20.78771 -22.28553 271 -56.53627 -1.700978 -1.70899 -1.727337 -1.719238 -1.727166 272 -337.0752 -9.87504 -10.14623 -10.23894 -9.965268 -10.23407 273 -684.3019 -20.6865 -22.26216 -22.40927 -20.82321 -22.38924 274 -72.63968 -2.204037 -2.217961 -2.236302 -2.222263 -2.236074 275 183.06108 5.1708521 5.1180531 5.1618464 5.2150972 5.1627507 276 -425.6641 -13.90543 -14.66261 -14.75676 -13.99471 -14.74732 277 -337.3102 -10.47 -10.84648 -10.9081 -10.52948 -10.90391 278 15.223768 0.4669298 0.4663316 0.4696164 0.4702188 0.4696248 279 726.92176 23.299992 21.907501 21.995435 23.393515 22.006942 280 -194.9348 -6.517117 -6.66303 -6.703683 -6.556881 -6.701927 281 22.626465 0.7454364 0.7437002 0.7495387 0.7512885 0.7495658 282 -492.1715 -15.28138 -16.0202 -16.31443 -15.56204 -16.28814 283 -520.3877 -15.34868 -16.07466 -16.16852 -15.4383 -16.16025 284 8.0266678 0.2491423 0.2489647 0.2503157 0.2504943 0.2503176 285 229.80384 6.9247748 6.8037201 6.8532338 6.9751695 6.8550048 286 -545.9169 -16.74753 -17.72079 -17.82306 -16.84418 -17.81216 287 -423.697 -13.37634 -14.02633 -14.11643 -13.46227 -14.1083 288 -31.79313 -1.000873 -1.003433 -1.012052 -1.00947 -1.012008 289 -484.4272 -14.84107 -15.61444 -15.81872 -15.03523 -15.7991 290 -338.0314 -10.36537 -10.71979 -10.78299 -10.42648 -10.7789 291 43.503276 1.3777635 1.372309 1.3822053 1.3876991 1.3822839 292 142.61204 4.4886389 4.4313055 4.4529247 4.5105378 4.4534863 293 -497.5476 -14.03267 -14.52035 -14.60863 -14.11799 -14.60282 294 -446.5177 -14.0792 -14.7716 -14.91457 -14.21547 -14.90154 295 -51.16985 -1.631861 -1.640338 -1.65261 -1.644069 -1.652484 296 -100.1761 -3.030704 -3.057042 -3.083263 -3.056698 -3.082815 297 2291.6308 66.859314 61.147541 61.5161 67.262299 61.587912 298 -88.00504 -2.689971 -2.709225 -2.727912 -2.708524 -2.727648 299 197.14131 6.6943669 6.5524681 6.5702299 6.7125134 6.5710064 300 -444.7742 -12.8089 -13.25038 -13.38397 -12.93805 -13.37526 301 -71.64424 -2.307531 -2.32512 -2.354611 -2.336798 -2.354169 302 -309.6551 -13.58421 -14.56617 -14.734 -13.74073 -14.71224 303 -242.1857 -7.207439 -7.355616 -7.448825 -7.29877 -7.44513 304 -332.1374 -10.3281 -10.66333 -10.7107 -10.37398 -10.70778 305 15.359427 0.4540155 0.453493 0.4594665 0.4599959 0.4594802 Part-3b: proc genmod on lq1hgc, multicol fixed 30 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 306 -455.0585 -13.28587 -13.79283 -13.88865 -13.37817 -13.88176 307 182.59942 6.4536863 6.2993854 6.4322915 6.5898478 6.4388108 308 -155.0125 -4.379599 -4.41829 -4.482219 -4.442968 -4.481112 309 481.65978 14.721685 14.193356 14.400452 14.93649 14.416035 310 -564.9857 -17.67463 -18.79827 -18.87014 -17.74221 -18.86182 311 162.55369 5.3062733 5.2183284 5.2458247 5.3342329 5.2467567 312 299.59181 9.3055163 9.0812918 9.1513129 9.3772664 9.1547993 313 -539.8171 -15.96033 -16.66149 -16.77562 -16.06966 -16.76625 314 309.28117 8.787111 8.6362394 8.6983064 8.8502623 8.7004858 315 341.67237 10.1513 9.9119766 9.9636492 10.20422 9.9661677 316 -513.257 -16.15967 -17.14242 -17.28153 -16.29082 -17.2661 317 578.51447 16.546359 16.080327 16.238399 16.709013 16.247647 318 -3.419216 -0.103568 -0.103598 -0.104063 -0.104033 -0.104063 319 8.2767914 0.2605911 0.2603797 0.2616476 0.2618601 0.2616496 320 -232.9476 -7.058512 -7.202277 -7.243876 -7.09928 -7.242236 321 -192.0269 -5.695123 -5.784742 -5.823416 -5.733197 -5.822231 322 -592.108 -17.93184 -19.07034 -19.24887 -18.09972 -19.22828 323 1341.1065 40.55952 37.6805 38.090732 41.001097 38.15541 324 120.7376 3.5981296 3.5655067 3.5973069 3.6302207 3.5978888 325 33.753299 1.0408062 1.0376619 1.0499606 1.0531422 1.0500348 326 -539.2172 -16.19672 -17.07418 -17.20987 -16.32543 -17.19633 327 252.91371 7.904346 7.7296885 7.7719376 7.9475497 7.773863 328 -485.5906 -14.39976 -15.04336 -15.16931 -14.52032 -15.1588 329 -368.2005 -10.80773 -11.13916 -11.23518 -10.90089 -11.22957 330 -193.542 -6.238355 -6.378854 -6.428358 -6.286769 -6.426209 331 -225.0965 -6.951596 -7.100549 -7.14622 -6.996309 -7.14433 332 -45.10536 -1.694617 -1.704573 -1.7122 -1.702199 -1.712111 333 -265.1258 -7.935114 -8.120189 -8.216987 -8.029706 -8.212649 334 -528.491 -16.07301 -16.97462 -17.2511 -16.3348 -17.22271 335 254.54013 7.8420798 7.6771172 7.7324395 7.8985909 7.7348336 336 -162.784 -4.784899 -4.845365 -4.890922 -4.829887 -4.889797 337 -486.8272 -14.51199 -14.99583 -15.15995 -14.67081 -15.14958 338 -565.0144 -16.66433 -17.48591 -17.6234 -16.79536 -17.61083 339 -281.3065 -8.842278 -9.114924 -9.157205 -8.883294 -9.154719 340 -227.4569 -7.500473 -7.697374 -7.770623 -7.571849 -7.76694 341 -575.1657 -16.89026 -17.77401 -17.90192 -17.01182 -17.88956 342 0.6033219 0.0186947 0.0186937 0.018765 0.018766 0.018765 343 -463.7079 -14.2015 -14.90201 -15.02185 -14.31571 -15.01089 344 -213.2558 -6.64312 -6.775793 -6.824946 -6.69131 -6.823047 345 -0.189249 -0.005894 -0.005895 -0.00598 -0.00598 -0.00598 346 -318.6189 -11.01962 -11.4376 -11.51022 -11.08958 -11.50502 347 399.89344 12.308104 11.921496 11.990053 12.378885 11.994558 348 463.61638 14.697314 14.134784 14.269041 14.836914 14.279884 349 202.56649 6.4261754 6.3038988 6.3447575 6.4678267 6.3463526 350 69.660683 2.3376973 2.3200362 2.3352939 2.3530712 2.3355263 351 -183.0684 -5.804743 -5.920331 -5.990082 -5.873132 -5.9874 352 120.30578 3.7128506 3.67566 3.700202 3.7376409 3.7006995 353 181.77515 5.4235502 5.3506036 5.3916537 5.4651599 5.3927762 354 976.4039 29.420446 27.768141 27.994526 29.660302 28.022143 355 181.64284 5.7890648 5.6878833 5.7139984 5.8156444 5.7149336 Part-3b: proc genmod on lq1hgc, multicol fixed 31 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 356 -599.3015 -17.54359 -18.28764 -18.47707 -17.72532 -18.46204 357 -202.2685 -6.426823 -6.570542 -6.614068 -6.469397 -6.612191 358 36.944259 1.1661668 1.1619474 1.1670547 1.1712927 1.1670918 359 -606.5162 -18.22576 -19.37434 -19.53722 -18.37898 -19.51855 360 -481.503 -14.52245 -15.14586 -15.27537 -14.64663 -15.26497 361 556.01581 17.889757 17.048361 17.190918 18.039349 17.20527 362 171.90506 6.6124874 6.4582573 6.498385 6.6535734 6.5003182 363 -199.9864 -6.320413 -6.451965 -6.509585 -6.376858 -6.507269 364 -143.9913 -4.435413 -4.493589 -4.527106 -4.468497 -4.526247 365 -485.0856 -15.53371 -16.51806 -16.6776 -15.68375 -16.65923 366 -271.8595 -8.526511 -8.777271 -8.846579 -8.593838 -8.842689 367 -298.7099 -9.446858 -9.766413 -9.865319 -9.542527 -9.858982 368 -369.8822 -11.4067 -11.85038 -11.92594 -11.47944 -11.92041 369 283.08214 9.8421474 9.5399041 9.57666 9.8800678 9.5790211 370 199.97312 6.7737643 6.6241865 6.7316593 6.8836639 6.7365268 371 -309.5768 -9.542564 -9.844568 -9.965189 -9.659484 -9.957943 372 -330.5669 -10.26856 -10.63052 -10.70801 -10.34341 -10.70284 373 142.78069 4.5969371 4.5353999 4.5572503 4.6190839 4.5578458 374 -793.7504 -21.94065 -23.13379 -23.34333 -22.13939 -23.32236 375 120.3337 4.1275409 4.0726852 4.1001161 4.1553413 4.1008575 376 358.01749 11.380019 11.01456 11.186201 11.557355 11.197685 377 -508.2524 -15.02836 -15.72795 -15.79537 -15.09277 -15.78951 378 -619.5611 -19.64803 -20.98879 -21.19939 -19.84518 -21.17346 379 270.76623 8.7058355 8.4870472 8.5383633 8.7584745 8.5410347 380 14.546932 0.4580665 0.4574683 0.4604519 0.461054 0.4604597 381 74.689384 2.3261643 2.3102247 2.3369198 2.3530435 2.3372873 382 -590.035 -17.15435 -18.03207 -18.3055 -17.41446 -18.27971 383 549.49508 17.316825 16.605092 16.671577 17.386159 16.677386 384 765.16849 24.56666 23.030188 23.241412 24.791976 23.270385 385 -845.6396 -23.01199 -24.21516 -24.51044 -23.2926 -24.48198 386 355.4241 11.979644 11.578758 11.730684 12.136829 11.741312 387 -169.1038 -5.695269 -5.825117 -5.884689 -5.753513 -5.882075 388 242.69837 7.1221746 7.0060364 7.1575535 7.2762034 7.1625632 389 -201.6211 -6.749657 -6.914761 -6.962084 -6.795851 -6.959858 390 -272.569 -7.718958 -7.85766 -7.921833 -7.781998 -7.919597 391 -479.0961 -13.84133 -14.33525 -14.52217 -14.02181 -14.50958 392 -264.4211 -7.88534 -8.065608 -8.138729 -7.956827 -8.135511 393 262.46323 8.2747258 8.1056827 8.1438955 8.3137355 8.145502 394 -941.5119 -26.45944 -28.33181 -28.58614 -26.69696 -28.55376 395 -521.4049 -14.85315 -15.43376 -15.61316 -15.0258 -15.59999 396 -648.0118 -18.09234 -18.73573 -18.86236 -18.21461 -18.85384 397 741.31815 22.679792 21.515077 21.661724 22.834377 21.677969 398 -398.6731 -12.01493 -12.47451 -12.67014 -12.20335 -12.65609 399 22.506125 0.6853605 0.6840441 0.694666 0.6960029 0.6947066 400 1.746197 0.0513916 0.0513854 0.0518452 0.0518515 0.0518453 401 -189.355 -5.700075 -5.794766 -5.843669 -5.748179 -5.84209 402 -673.283 -19.85431 -21.15463 -21.35785 -20.04504 -21.33373 403 -158.7645 -5.065292 -5.150782 -5.1849 -5.098844 -5.183781 404 -463.101 -13.3334 -13.74078 -13.85671 -13.44589 -13.84996 405 -572.0113 -15.98348 -16.60201 -16.74033 -16.11664 -16.73025 Part-3b: proc genmod on lq1hgc, multicol fixed 32 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 406 -861.3204 -24.40563 -26.02573 -26.22539 -24.59286 -26.20139 407 -462.5215 -13.54591 -14.08161 -14.24142 -13.69963 -14.22955 408 -829.2194 -22.60369 -23.77138 -24.19099 -23.00269 -24.15109 409 32.09059 0.9607388 0.9583033 0.9649439 0.9673963 0.9649776 410 -672.4249 -18.90591 -19.83885 -19.97786 -19.03837 -19.96513 411 224.62616 7.0227682 6.8891291 6.9520208 7.0868799 6.9544729 412 436.1401 13.452468 13.013899 13.081643 13.522495 13.086273 413 108.46893 5.1315866 5.0302861 5.0480845 5.1497434 5.0488072 414 -243.802 -7.865084 -8.067731 -8.133943 -7.929634 -8.130672 415 -720.0062 -19.64633 -20.49666 -20.74228 -19.88176 -20.72243 416 -953.255 -27.30221 -29.35748 -29.698 -27.61888 -29.65222 417 -322.5287 -9.574756 -9.82711 -9.906921 -9.652518 -9.90289 418 -239.1739 -7.477853 -7.650102 -7.714866 -7.541159 -7.711994 419 -823.4083 -22.08887 -23.06764 -23.48826 -22.49164 -23.45361 420 944.38896 62.150688 59.341926 59.449064 62.262897 59.459436 421 283.88427 8.2244476 8.0791608 8.1250295 8.2711411 8.1266892 422 160.5683 4.8986093 4.8341286 4.8729737 4.9379725 4.8740126 423 -442.23 -13.58452 -14.16495 -14.22378 -13.64094 -14.21907 424 -156.9582 -4.745269 -4.811071 -4.8357 -4.769562 -4.835033 425 -520.3773 -15.25733 -15.95687 -16.07419 -15.36952 -16.06417 426 -583.1491 -17.17392 -18.10221 -18.27967 -17.34228 -18.26202 427 -570.8201 -15.79538 -16.36497 -16.51328 -15.93852 -16.50318 428 -176.5905 -5.294864 -5.375043 -5.45526 -5.373885 -5.452902 429 -268.9122 -8.111618 -8.300901 -8.343156 -8.15291 -8.341256 430 -597.8034 -16.15993 -16.67153 -16.83069 -16.3142 -16.82111 431 -228.551 -6.712512 -6.834009 -6.9102 -6.787348 -6.907529 432 -289.4832 -7.738311 -7.833645 -8.558507 -8.454351 -8.541697 433 -830.5851 -22.60867 -23.76527 -24.50324 -23.31072 -24.43412 434 69.638557 2.0211398 2.0116761 2.0302493 2.0398004 2.0304236 435 21.604613 0.5935467 0.592922 0.6026163 0.6032511 0.6026366 436 551.46927 17.110114 16.4132 16.619868 17.325558 16.63767 437 -270.5492 -7.845457 -8.005336 -8.083307 -7.921871 -8.080238 438 1.5396122 0.0444657 0.0444611 0.0448146 0.0448192 0.0448146 439 281.74312 8.342121 8.1794442 8.2493706 8.4134381 8.2521674 440 -235.2735 -7.065206 -7.212004 -7.267195 -7.119273 -7.264979 441 529.2431 15.006259 14.598393 14.76763 15.180225 14.777161 442 699.50727 19.557476 18.945454 19.279343 19.902151 19.301061 443 -106.8636 -3.362431 -3.399185 -3.432798 -3.395681 -3.432079 444 -32.33824 -1.030941 -1.034296 -1.041559 -1.038181 -1.041512 445 121.8961 4.515869 4.4543079 4.4751218 4.5369706 4.4756998 446 -552.5324 -15.89724 -16.60417 -16.77685 -16.06257 -16.76253 447 1157.6324 37.009106 33.913666 34.106769 37.219835 34.143504 448 -340.1925 -10.58651 -10.97513 -11.0628 -10.67107 -11.05672 449 235.32984 7.8063596 7.6077795 7.6586826 7.8585913 7.6613652 450 -473.01 -14.01571 -14.62026 -14.76223 -14.15181 -14.75079 451 -220.7547 -6.669345 -6.802231 -6.838057 -6.704471 -6.836675 452 115.35046 3.4850098 3.4528873 3.4767479 3.5090924 3.4771924 453 -148.2579 -4.478287 -4.526416 -4.553165 -4.504753 -4.552601 454 18.714851 0.5806928 0.5797324 0.5858198 0.5867903 0.5858399 455 -668.8374 -18.23786 -18.95267 -19.41285 -18.68068 -19.37916 Part-3b: proc genmod on lq1hgc, multicol fixed 33 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 456 -97.00423 -2.992701 -3.018846 -3.040571 -3.014238 -3.040197 457 -32.78555 -0.960346 -0.962641 -0.969464 -0.967153 -0.969431 458 -165.2582 -5.10139 -5.183106 -5.25121 -5.16842 -5.249093 459 -383.6957 -13.31389 -13.74841 -13.92532 -13.4852 -13.91438 460 166.47365 5.1177116 5.0458132 5.1134117 5.1862733 5.1153387 461 -166.7286 -5.085677 -5.160209 -5.200435 -5.125322 -5.199286 462 203.78361 5.7924432 5.724557 5.8007358 5.8695255 5.8025411 463 -435.6308 -12.7858 -13.26215 -13.3478 -12.86837 -13.34177 464 -143.0089 -4.36813 -4.419846 -4.442407 -4.390428 -4.441883 465 160.01535 4.8964472 4.8344386 4.9003048 4.9631582 4.9019936 466 215.43615 6.6122196 6.4947365 6.5550459 6.6736199 6.557237 467 -439.5716 -13.16281 -13.68202 -13.77016 -13.24761 -13.76362 468 -86.36192 -2.593372 -2.612074 -2.642026 -2.623109 -2.641601 469 -118.3808 -3.792135 -3.839812 -3.860824 -3.812886 -3.860307 470 -699.4345 -19.9808 -21.12815 -21.28745 -20.13145 -21.27068 471 -122.0559 -3.510684 -3.537844 -3.566007 -3.53863 -3.565577 472 -315.3984 -9.675556 -9.981859 -10.06522 -9.756358 -10.0602 473 -114.7799 -3.62879 -3.67069 -3.703839 -3.661561 -3.70309 474 -767.9422 -21.37789 -22.54919 -22.80481 -21.62023 -22.77907 475 -745.8913 -21.01681 -22.11751 -22.49695 -21.37736 -22.46041 476 -218.2161 -6.27511 -6.371828 -6.418582 -6.321154 -6.417178 477 -56.40024 -1.729743 -1.73857 -1.796545 -1.787424 -1.795967 478 -246.2322 -7.313434 -7.45665 -7.562912 -7.417656 -7.558897 479 559.0105 17.635335 16.827789 17.065065 17.883998 17.088207 480 -445.4052 -13.17174 -13.66537 -13.77592 -13.2783 -13.76811 481 5.2876747 0.1570498 0.156986 0.1584422 0.1585066 0.1584434 482 -137.2101 -4.118449 -4.166429 -4.225486 -4.176826 -4.224143 483 -249.9656 -7.855627 -8.067774 -8.122843 -7.909248 -8.119994 484 -141.5612 -4.276993 -4.33002 -4.356335 -4.302986 -4.355697 485 -210.7154 -6.635302 -6.77927 -6.811686 -6.66703 -6.810327 486 105.75383 3.3271387 3.2939586 3.3153743 3.3487702 3.3158065 487 -480.5254 -14.26946 -14.90365 -15.02632 -14.38691 -15.01614 488 -76.86838 -2.386264 -2.403841 -2.417806 -2.400127 -2.417603 489 381.22757 12.426997 11.982659 12.034897 12.481173 12.038834 490 -243.7256 -7.592123 -7.776552 -7.820609 -7.635136 -7.81855 491 718.88165 24.820469 23.209303 23.349705 24.970618 23.369806 492 78.035689 2.513333 2.492975 2.5069998 2.5274723 2.5072291 493 288.7944 8.895617 8.6858577 8.7661289 8.9778268 8.7700339 494 -425.0889 -12.85245 -13.36425 -13.43693 -12.92235 -13.43149 495 -150.3351 -4.704059 -4.773198 -4.828291 -4.758354 -4.826715 496 -142.7585 -4.71934 -4.798068 -4.818743 -4.739677 -4.818072 497 -367.1313 -11.29357 -11.7243 -11.80471 -11.37103 -11.79893 498 -539.5126 -15.72672 -16.45727 -16.60447 -15.86738 -16.59174 499 49.028292 1.4646916 1.45941 1.4723311 1.4776595 1.4724243 500 -62.85181 -1.892236 -1.902197 -1.912501 -1.902486 -1.912394 501 -123.2873 -4.098103 -4.155523 -4.186828 -4.128976 -4.185972 502 -462.5701 -14.47555 -15.2592 -15.32921 -14.54196 -15.32222 503 -473.6162 -15.2973 -16.23893 -16.58286 -15.62129 -16.54449 504 1020.1352 31.939481 29.882058 30.158326 32.23477 30.197473 505 -734.3345 -21.54947 -23.09275 -23.35406 -21.79331 -23.32047 Part-3b: proc genmod on lq1hgc, multicol fixed 34 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 506 -601.1816 -17.5741 -18.52276 -18.6659 -17.70991 -18.65166 507 -421.3104 -12.46308 -12.92777 -13.031 -12.5626 -13.02374 508 109.91731 3.3238237 3.2944642 3.3154472 3.3449937 3.3158217 509 -366.7604 -10.79018 -11.12346 -11.18273 -10.84767 -11.17924 510 -265.8215 -8.705323 -8.981187 -9.045256 -8.767424 -9.041394 511 -392.6355 -11.59301 -11.98743 -12.12029 -11.72151 -12.11174 512 354.42536 12.14898 11.717113 11.7506 12.183702 11.75311 513 -603.4742 -18.63786 -19.97004 -20.22051 -18.87162 -20.18838 514 193.16771 5.6174572 5.5466378 5.5717663 5.6429065 5.5724106 515 -406.4306 -12.36415 -12.8694 -12.95698 -12.44829 -12.95026 516 -705.3609 -20.67211 -22.06439 -22.24129 -20.83785 -22.21975 517 -249.5815 -7.718492 -7.91321 -8.015309 -7.818079 -8.010377 518 -649.9613 -18.8969 -19.99041 -20.12304 -19.02227 -20.10896 519 105.48513 3.2463386 3.2180207 3.2368055 3.2652887 3.2371365 520 -127.001 -3.839541 -3.882136 -3.915365 -3.872405 -3.914643 521 -22.71642 -0.738905 -0.740783 -0.743045 -0.741162 -0.743034 522 522.64419 18.379885 17.322483 17.438789 18.50329 17.453367 523 -197.3531 -5.884778 -5.977295 -6.023178 -5.92995 -6.021774 524 -549.5697 -17.09552 -18.21409 -18.40523 -17.27492 -18.38258 525 -130.5985 -4.150448 -4.208634 -4.227226 -4.168783 -4.226716 526 -13.05327 -0.375451 -0.375774 -0.379764 -0.379438 -0.379758 527 -546.8135 -17.17949 -18.30105 -18.41036 -17.2821 -18.39741 528 -429.8143 -13.33459 -13.9437 -14.05309 -13.4392 -14.04377 529 -531.9024 -16.37646 -17.35713 -17.49288 -16.50454 -17.47802 530 -279.7925 -8.657054 -8.90553 -8.948935 -8.699248 -8.946552 531 -166.2321 -5.03541 -5.110262 -5.154153 -5.078658 -5.152882 532 -398.7291 -11.8619 -12.28837 -12.38797 -11.95804 -12.3812 533 -21.33209 -0.663852 -0.665138 -0.670664 -0.669367 -0.670643 534 112.63507 3.594186 3.5540645 3.5777914 3.6181808 3.5783283 535 -307.7811 -9.530968 -9.836594 -9.953118 -9.643872 -9.946029 536 -42.33917 -1.261737 -1.265978 -1.283698 -1.279397 -1.28358 537 -469.8793 -14.03069 -14.65455 -14.78618 -14.15672 -14.77526 538 -229.9083 -7.497839 -7.710936 -7.757777 -7.543386 -7.755231 539 2695.7856 84.023904 76.226754 76.611091 84.447554 76.693487 540 -846.3256 -24.75025 -26.73575 -26.91298 -24.91432 -26.88771 541 -579.8218 -17.02378 -17.86846 -17.99334 -17.14276 -17.98185 542 -345.8464 -10.05721 -10.3129 -10.53377 -10.2726 -10.52306 543 -374.6207 -11.58211 -12.04443 -12.13246 -11.66677 -12.12585 544 270.37692 8.3796903 8.1973265 8.303146 8.4878639 8.3078749 545 -385.1493 -12.36749 -12.92091 -12.99337 -12.43685 -12.98731 546 -915.1386 -26.64176 -28.56201 -28.81931 -26.88176 -28.786 547 -171.2689 -5.135586 -5.214343 -5.241522 -5.162354 -5.240709 548 -367.7599 -10.81959 -11.15482 -11.23472 -10.89709 -11.23001 549 1504.6229 46.93774 42.855801 43.021659 47.119396 43.054682 550 -17.36758 -0.536107 -0.53696 -0.540442 -0.539583 -0.540431 551 -430.0283 -13.1953 -13.76798 -13.85509 -13.27879 -13.84802 552 -164.8706 -4.726638 -4.779749 -4.828623 -4.774969 -4.827548 553 -380.3376 -12.27789 -12.85467 -13.22261 -12.62932 -13.19074 554 -361.165 -10.2435 -10.49766 -10.64144 -10.3838 -10.6346 555 -294.1351 -9.512854 -9.83376 -9.879683 -9.557279 -9.876742 Part-3b: proc genmod on lq1hgc, multicol fixed 35 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 556 -88.53144 -2.915443 -2.94445 -2.971138 -2.941869 -2.970617 557 -258.5416 -7.920526 -8.120067 -8.210606 -8.00884 -8.206234 558 -547.5622 -17.03817 -18.05083 -18.18229 -17.16226 -18.168 559 -93.80996 -2.860924 -2.884971 -2.927718 -2.903315 -2.927014 560 -219.568 -6.832495 -6.979841 -7.019141 -6.870964 -7.017503 561 -182.9043 -5.637443 -5.737447 -5.788112 -5.687225 -5.786368 562 153.68363 4.6985232 4.6386713 4.6523911 4.71242 4.6527469 563 -277.5201 -9.000741 -9.310013 -9.361696 -9.050708 -9.358328 564 -495.9116 -15.09218 -15.87702 -16.05661 -15.2629 -16.03938 565 -385.0717 -11.68258 -12.12517 -12.18167 -11.73701 -12.17763 566 -91.49645 -2.789148 -2.811951 -2.83949 -2.816464 -2.839048 567 120.64986 3.8035242 3.7601532 3.7913612 3.8350922 3.7920822 568 -423.7819 -13.66205 -14.36017 -14.42106 -13.71998 -14.41529 569 163.46806 4.6583073 4.6133039 4.649117 4.6944697 4.6498163 570 184.88964 5.5937009 5.5124861 5.5512841 5.6330705 5.5524316 571 -243.6412 -7.530522 -7.715078 -7.764791 -7.579046 -7.762449 572 -210.9136 -6.799349 -6.939797 -6.994416 -6.852862 -6.992236 573 276.70895 7.7468313 7.6481548 7.7247237 7.8243881 7.7267021 574 79.807774 2.4770345 2.4599292 2.4732418 2.4904397 2.4734271 575 101.24729 3.0327442 3.008998 3.031096 3.0550166 3.0314449 576 -149.8565 -4.724964 -4.799264 -4.827457 -4.75272 -4.826593 577 -146.7078 -4.507436 -4.569823 -4.611447 -4.548492 -4.610323 578 -393.0819 -12.21402 -12.69448 -12.81017 -12.32534 -12.80161 579 -486.2246 -14.77843 -15.44821 -15.53925 -14.86552 -15.53155 580 1862.9675 54.253604 50.07502 50.667599 54.895633 50.769917 581 -715.8935 -20.72426 -22.05202 -22.31305 -20.96958 -22.28272 582 -232.4208 -7.35943 -7.541386 -7.592552 -7.409361 -7.59012 583 -433.116 -13.04272 -13.5631 -13.64255 -13.11913 -13.63659 584 -147.4198 -4.314587 -4.359628 -4.384715 -4.339415 -4.384201 585 -375.4551 -11.37244 -11.7877 -11.85945 -11.44165 -11.85449 586 344.8718 8.7687018 8.745204 26.175688 26.246021 26.238179 587 -621.3063 -18.11561 -19.12094 -19.22592 -18.21507 -19.2152 588 -8.077765 -0.232939 -0.233064 -0.234765 -0.234638 -0.234763 589 -586.1093 -17.42263 -18.41745 -18.56463 -17.56186 -18.54922 590 1918.093 57.206658 52.174427 52.52404 57.589991 52.59445 591 -336.6723 -10.02759 -10.32613 -10.37135 -10.0715 -10.36878 592 -495.7942 -15.41465 -16.26134 -16.39932 -15.54545 -16.38538 593 -673.9095 -19.62619 -20.82782 -20.97182 -19.76188 -20.95573 594 -632.9486 -18.64136 -19.76015 -19.87165 -18.74655 -19.85942 595 -214.2945 -6.811896 -6.961763 -6.997412 -6.846778 -6.995898 596 -686.7455 -19.76964 -20.93032 -21.06122 -19.89328 -21.04714 597 -524.96 -15.78701 -16.5766 -16.6814 -15.88683 -16.67168 598 92.562963 2.754509 2.7353083 2.7525791 2.771901 2.7528216 599 -516.5127 -15.34881 -16.09621 -16.20631 -15.4538 -16.19635 600 1206.7499 37.594919 34.632515 34.778926 37.753853 34.80498 601 -736.3912 -20.96575 -22.22741 -22.38215 -21.11171 -22.36513 602 -136.6294 -4.052517 -4.096997 -4.122155 -4.077402 -4.121613 603 -363.7127 -11.10223 -11.44229 -11.53027 -11.18759 -11.52513 604 -711.9441 -20.78197 -22.1679 -22.34177 -20.94497 -22.32078 605 302.89543 9.5480437 9.3262797 9.400968 9.624508 9.4045473 Part-3b: proc genmod on lq1hgc, multicol fixed 36 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 606 -315.8516 -9.932372 -10.28218 -10.3527 -10.00049 -10.348 607 -567.7961 -16.70088 -17.56815 -17.66798 -16.79578 -17.65839 608 -186.9707 -5.867298 -5.977514 -6.005098 -5.894373 -6.004093 609 -461.7562 -13.97836 -14.6284 -14.69172 -14.03887 -14.68623 610 -371.7926 -11.38324 -11.8147 -11.88771 -11.45358 -11.88249 611 112.6932 3.7992463 3.7510735 3.7889866 3.8376462 3.7899616 612 1496.0097 46.753609 43.551506 43.92162 47.150936 43.977772 613 1596.0444 50.470968 45.951268 46.152818 50.692343 46.194307 614 -298.5485 -9.747358 -10.12069 -10.16126 -9.786433 -10.15833 615 1731.5481 54.585941 48.945604 49.326776 55.011038 49.419242 616 -82.21717 -2.446762 -2.462859 -2.494465 -2.478161 -2.494055 617 95.875882 3.0292832 3.0050143 3.0147244 3.0390717 3.0148816 618 -230.263 -7.368584 -7.563811 -7.610112 -7.41369 -7.607759 619 167.87209 5.1850976 5.1102864 5.1582823 5.2337961 5.1596911 620 -141.0308 -4.539503 -4.606676 -4.652354 -4.584515 -4.651038 621 226.63585 6.8139624 6.6974991 6.7202324 6.837091 6.7210285 622 -547.0221 -16.66387 -17.60127 -17.68817 -16.74614 -17.67918 623 -474.9572 -14.5489 -15.28847 -15.53363 -14.7822 -15.51065 624 -595.0546 -17.25022 -18.12798 -18.25633 -17.37235 -18.24424 625 -275.2403 -8.921752 -9.224806 -9.284096 -8.979095 -9.280276 626 -434.3554 -13.11313 -13.64486 -13.71823 -13.18364 -13.71264 627 -357.8138 -11.80273 -12.29803 -12.45306 -11.95152 -12.44089 628 2212.4025 74.188486 64.989514 65.267941 74.506323 65.352105 629 -184.0816 -5.583367 -5.676443 -5.752642 -5.658317 -5.75018 630 -921.5709 -25.49421 -27.20535 -27.79174 -26.04372 -27.72096 631 -253.9338 -7.798038 -7.983958 -8.045597 -7.858241 -8.04277 632 276.82355 8.5690109 8.3707955 8.4595311 8.6598476 8.4637599 633 -257.2149 -7.737409 -7.916086 -7.971564 -7.791634 -7.969096 634 -233.8311 -7.121753 -7.271005 -7.31528 -7.165118 -7.313486 635 -603.8704 -18.73298 -19.90242 -20.20537 -19.01813 -20.17104 636 -128.3824 -3.831255 -3.871794 -3.890182 -3.84945 -3.8898 637 -391.2013 -11.99204 -12.47703 -12.60825 -12.11817 -12.5983 638 239.24371 7.6582618 7.4890932 7.516195 7.6859759 7.5174309 639 -73.48792 -2.207783 -2.221296 -2.231586 -2.218011 -2.231462 640 142.15793 4.6794358 4.6115426 4.6410949 4.7094232 4.6419686 641 -530.9133 -17.10163 -18.1393 -18.29488 -17.2483 -18.27765 642 -254.1497 -7.900563 -8.078783 -8.109994 -7.931085 -8.108634 643 29.916094 0.8462115 0.844716 0.8522578 0.8537666 0.8522844 644 -435.6099 -13.43594 -13.93378 -14.27829 -13.76814 -14.25438 645 1195.5942 38.456727 35.382228 35.831683 38.945236 35.912584 646 -40.31086 -1.307482 -1.313361 -1.320898 -1.314986 -1.320831 647 -390.6084 -11.33382 -11.6839 -11.79405 -11.44067 -11.78758 648 -553.2399 -16.73313 -17.70136 -17.81786 -16.84325 -17.8055 649 -344.6171 -10.91784 -11.27611 -11.44389 -11.08028 -11.43347 650 -425.0611 -12.97396 -13.48539 -13.56429 -13.04987 -13.55844 651 -205.2802 -6.532205 -6.662985 -6.700469 -6.568954 -6.699016 652 -558.7859 -16.74167 -17.67816 -18.07131 -17.114 -18.03116 653 -500.9122 -13.83089 -14.25053 -14.44303 -14.01773 -14.43193 654 138.27752 4.491827 4.4268968 4.4511874 4.5164738 4.4519031 655 -459.1173 -13.03127 -13.45957 -13.6954 -13.25959 -13.68075 Part-3b: proc genmod on lq1hgc, multicol fixed 37 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 656 -534.4583 -15.72875 -16.44364 -16.61211 -15.8899 -16.59784 657 -201.108 -6.53613 -6.683507 -6.841171 -6.690317 -6.83437 658 69.027242 2.1888709 2.1751811 2.1954986 2.2093163 2.195754 659 -358.5203 -9.977903 -10.19542 -10.31254 -10.09253 -10.30762 660 32.138229 1.0358798 1.0327631 1.0402835 1.0434229 1.0403288 661 298.84954 9.9610835 9.6615875 9.7150081 10.01616 9.7183616 662 -517.2779 -15.1243 -15.8026 -16.00457 -15.3176 -15.9877 663 -359.6025 -11.15481 -11.58551 -11.65568 -11.22238 -11.65057 664 -35.00668 -1.133391 -1.137633 -1.142142 -1.137884 -1.142109 665 -229.1975 -7.493161 -7.692982 -7.741592 -7.540509 -7.739107 666 -628.6694 -18.75538 -19.94903 -20.09475 -18.89238 -20.07789 667 -423.6623 -13.39472 -14.07552 -14.194 -13.50747 -14.18286 668 777.04951 23.298284 22.221038 22.34978 23.433266 22.362524 669 230.56728 6.908565 6.7903566 6.8384416 6.9574871 6.8401242 670 -3.502696 -0.111525 -0.111565 -0.1122 -0.11216 -0.1122 671 46.15915 1.4708926 1.4642776 1.4732218 1.4798773 1.4733026 672 1505.228 46.711291 42.731578 43.067661 47.078674 43.132871 673 -390.4714 -11.61423 -12.02142 -12.17613 -11.7637 -12.16589 674 -384.0136 -11.65065 -12.09065 -12.20712 -11.76288 -12.19883 675 -137.8497 -3.986568 -4.025473 -4.058099 -4.018879 -4.057473 676 -264.4776 -7.806223 -7.966154 -8.015002 -7.85409 -8.013066 677 -494.6268 -14.65417 -15.3208 -15.4068 -14.73642 -15.3995 678 -198.5137 -5.888202 -5.984276 -6.034411 -5.937533 -6.032821 679 -899.3579 -24.37124 -25.52619 -26.20195 -25.01643 -26.14289 680 -471.2757 -14.60354 -15.34529 -15.44333 -14.69684 -15.43411 681 -468.2747 -14.0169 -14.61203 -14.77395 -14.17223 -14.7611 682 -325.1152 -10.00113 -10.33281 -10.42048 -10.08599 -10.41497 683 217.62651 5.657616 5.6284582 6.1547 6.1865839 6.1599305 684 -91.24467 -3.978851 -4.028304 -4.058962 -4.009132 -4.058216 685 -315.454 -9.438419 -9.705209 -9.75229 -9.484206 -9.749743 686 -755.2848 -21.53624 -22.88938 -23.04482 -21.68249 -23.02704 687 -189.7515 -5.988374 -6.11005 -6.18779 -6.064566 -6.184743 688 -349.6448 -11.63033 -12.18811 -12.27868 -11.71675 -12.2706 689 -469.5547 -14.22951 -14.90813 -14.98454 -14.30244 -14.97776 690 -343.5548 -10.74045 -11.13073 -11.20258 -10.80978 -11.19765 691 -329.4679 -10.41413 -10.79248 -10.91408 -10.53146 -10.90575 692 -226.0385 -6.783389 -6.910932 -6.966801 -6.838228 -6.964766 693 -223.5641 -6.580507 -6.69808 -6.767683 -6.648888 -6.765273 694 325.17435 10.453292 10.143925 10.203597 10.514785 10.207281 695 1448.7646 44.589999 41.240829 41.449928 44.816078 41.485164 696 91.820512 2.9633281 2.9359889 2.9530942 2.9805927 2.9534133 697 145.28011 4.648887 4.5902326 4.6392874 4.6985687 4.6405423 698 -60.10705 -1.724787 -1.731638 -1.764689 -1.757707 -1.76443 699 -135.8327 -4.036138 -4.080543 -4.108956 -4.064242 -4.108343 700 1037.8774 31.089397 29.450262 29.638446 31.288055 29.659901 701 -404.1941 -11.79548 -12.18626 -12.23953 -11.84703 -12.23617 702 32.809083 1.0100548 1.007238 1.0135184 1.0163528 1.0135534 703 -838.24 -23.934 -25.55012 -25.74713 -24.11855 -25.72307 704 -633.9027 -18.14513 -19.07447 -19.20073 -18.26525 -19.18877 705 -207.9251 -6.217473 -6.328252 -6.37595 -6.264336 -6.3743 Part-3b: proc genmod on lq1hgc, multicol fixed 38 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 706 -261.461 -8.06754 -8.27057 -8.317762 -8.113574 -8.315479 707 -616.4009 -18.2132 -19.28808 -19.46169 -18.37713 -19.44295 708 33.617439 0.9670541 0.9650998 0.9765657 0.9785433 0.9766119 709 -877.8235 -24.73064 -26.49634 -26.62822 -24.85373 -26.61127 710 -98.08479 -3.06458 -3.094381 -3.127965 -3.09784 -3.127325 711 -18.55327 -0.524851 -0.525436 -0.529512 -0.528923 -0.529503 712 -329.3987 -9.507781 -9.742932 -9.801504 -9.564939 -9.798718 713 88.608674 2.699695 2.6806583 2.7064203 2.72564 2.7067857 714 -613.4335 -18.06066 -19.10005 -19.3482 -18.2953 -19.32208 715 1371.8329 44.280173 39.999977 40.271329 44.580561 40.332256 716 -187.2977 -5.931256 -6.051705 -6.088279 -5.967102 -6.086842 717 189.22023 6.3587168 6.2393285 6.2675471 6.3874754 6.2686348 718 178.75292 5.2526025 5.1878088 5.2249661 5.2902239 5.2258967 719 6.2403036 0.1934572 0.1933456 0.1952968 0.1954095 0.1952991 720 -151.6169 -4.399282 -4.447568 -4.515308 -4.466286 -4.513856 721 -266.562 -8.250488 -8.475161 -8.608275 -8.380072 -8.601362 722 882.94979 29.052831 27.017023 27.212217 29.262733 27.242616 723 141.10797 4.4115777 4.3549769 4.377115 4.4340036 4.3776927 724 -187.9218 -5.773053 -5.86712 -5.910944 -5.816176 -5.909555 725 -285.4983 -8.140392 -8.300655 -8.380677 -8.218869 -8.377631 726 -349.7311 -10.12051 -10.39207 -10.51223 -10.23753 -10.50606 727 -503.1513 -13.88797 -14.31052 -14.47687 -14.04941 -14.46724 728 -714.0232 -19.73602 -20.6701 -21.00639 -20.05712 -20.9769 729 106.85951 3.2906511 3.2615099 3.2894136 3.3188043 3.2899123 730 -547.513 -18.02902 -19.1375 -19.2176 -18.10448 -19.2086 731 422.91635 13.923829 13.342492 13.442581 14.028279 13.451456 732 -448.1906 -13.47573 -14.06116 -14.14386 -13.55499 -14.13713 733 -294.0448 -9.398523 -9.724342 -9.860907 -9.530512 -9.851967 734 -406.7032 -11.96343 -12.35468 -12.5839 -12.1854 -12.56974 735 -458.2397 -14.00623 -14.6811 -14.8696 -14.18606 -14.85277 736 154.94145 4.7936888 4.7291454 4.7618867 4.8268769 4.7627833 737 -16.9668 -0.531763 -0.532566 -0.535025 -0.534219 -0.535018 738 -903.2893 -25.8177 -27.58441 -27.90207 -26.11501 -27.86288 739 36.010571 1.1314415 1.1282841 1.1474658 1.1506769 1.1475724 740 -381.7176 -11.43675 -11.84127 -12.15863 -11.74326 -12.13757 741 -14.38716 -0.464709 -0.465384 -0.467313 -0.466635 -0.467307 742 -120.2394 -4.067851 -4.109569 -4.144703 -4.102628 -4.143996 743 -430.5967 -12.66872 -13.14015 -13.1922 -12.7189 -13.18854 744 -637.6873 -18.81556 -19.96701 -20.09841 -18.93939 -20.08374 745 1255.0732 42.515097 38.335941 39.087751 43.348865 39.258566 746 1577.3205 48.113169 44.192565 44.453476 48.397227 44.501655 747 62.713765 3.3487813 3.3073981 3.3226501 3.3642242 3.3230333 748 214.92423 7.5886942 7.3967659 7.4344487 7.6273548 7.4364244 749 -109.1713 -3.408932 -3.445903 -3.484059 -3.446678 -3.483249 750 -397.0906 -11.43288 -11.7246 -11.86487 -11.56966 -11.85802 751 -33.71233 -1.446279 -1.455098 -1.459805 -1.450957 -1.459748 752 -506.4816 -15.72027 -16.6386 -16.75297 -15.82833 -16.74074 753 85.732915 2.6623072 2.6425571 2.6567032 2.676559 2.6569149 754 -499.4771 -15.17899 -15.97001 -16.26056 -15.45515 -16.23272 755 -115.9096 -3.794148 -3.846491 -3.887077 -3.834181 -3.885985 Part-3b: proc genmod on lq1hgc, multicol fixed 39 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 756 -34.35791 -1.083463 -1.087195 -1.096732 -1.092967 -1.096667 757 1275.4022 40.646713 37.573703 37.857081 40.953267 37.905118 758 324.07171 10.625841 10.289663 10.353336 10.691594 10.357551 759 -276.1393 -8.793357 -9.063002 -9.159694 -8.887172 -9.154054 760 867.38215 26.131407 24.88204 25.356813 26.630019 25.405185 761 -676.8467 -20.28512 -21.66536 -21.95116 -20.55271 -21.9161 762 -190.7728 -5.746402 -5.842906 -5.88498 -5.787781 -5.883607 763 -444.9824 -13.29058 -13.81537 -13.90158 -13.37351 -13.89518 764 -442.8375 -13.88936 -14.58079 -14.82278 -14.11987 -14.80054 765 -54.59471 -1.642972 -1.649623 -1.660064 -1.653371 -1.65998 766 -524.9334 -15.08419 -15.70979 -15.84338 -15.21245 -15.83299 767 -152.4409 -4.928056 -5.014863 -5.105202 -5.016832 -5.102128 768 -197.7457 -6.344954 -6.478102 -6.555849 -6.421103 -6.552704 769 59.571925 1.8807739 1.8698856 1.8814655 1.8924212 1.8816003 770 551.38135 17.45394 16.654244 16.758099 17.562781 16.768277 771 -14.95759 -0.461767 -0.462399 -0.468602 -0.467961 -0.468585 772 17.642237 0.5517259 0.5508366 0.5578754 0.558776 0.557898 773 -593.6479 -17.30797 -18.15669 -18.41369 -17.55296 -18.39038 774 -358.3876 -10.44944 -10.74954 -10.87154 -10.56803 -10.86486 775 -317.2971 -10.22148 -10.59124 -10.64476 -10.27313 -10.64109 776 -163.2017 -5.312964 -5.416266 -5.448998 -5.345072 -5.447765 777 276.00595 8.4147727 8.2320171 8.3176978 8.5023556 8.3215237 778 -248.6904 -7.811606 -8.020944 -8.077477 -7.866664 -8.074574 779 -620.054 -18.78769 -19.99524 -20.17964 -18.96096 -20.15813 780 -367.7003 -11.05809 -11.3977 -11.58806 -11.24277 -11.57697 781 -351.3481 -11.92166 -12.47766 -12.63857 -12.07539 -12.62463 782 -782.033 -22.22145 -23.6528 -23.86656 -22.42228 -23.84157 783 -2.409813 -0.087878 -0.087905 -0.089529 -0.089502 -0.089528 784 -63.71642 -2.465248 -2.487072 -2.497281 -2.475367 -2.497103 785 -517.8585 -14.58428 -15.11107 -15.40072 -14.86383 -15.38105 786 123.12353 3.8736162 3.8306706 3.8596765 3.9029472 3.860328 787 -349.8266 -10.94342 -11.36759 -11.46035 -11.03272 -11.45359 788 -171.1241 -5.014329 -5.080109 -5.127233 -5.060842 -5.126026 789 -402.1225 -11.9204 -12.34571 -12.48466 -12.05456 -12.4753 790 -206.0602 -5.930403 -6.016732 -6.088792 -6.00143 -6.086751 791 -573.0728 -16.54716 -17.27875 -17.45692 -16.71779 -17.44222 792 -368.3107 -11.03693 -11.36982 -11.49777 -11.16113 -11.49043 793 -139.6998 -4.051758 -4.092471 -4.260026 -4.217646 -4.256773 794 -523.4924 -15.9169 -16.79816 -17.00078 -16.1089 -16.98019 795 56.338737 1.7884874 1.7788513 1.8103715 1.8201782 1.8107109 796 -62.09261 -1.796338 -1.804045 -1.817013 -1.80925 -1.816903 797 -66.98691 -2.047074 -2.059344 -2.074645 -2.062284 -2.074464 798 -699.1241 -20.25523 -21.43428 -21.75655 -20.55977 -21.7223 799 -193.3513 -5.882121 -5.986856 -6.033368 -5.92782 -6.031761 800 -170.386 -5.687519 -5.802002 -5.842704 -5.727418 -5.841119 801 40.380824 1.2845593 1.2795279 1.2978554 1.3029588 1.2979988 802 -431.203 -12.66256 -13.12997 -13.28122 -12.80843 -13.2707 803 -158.0697 -4.963123 -5.04437 -5.089037 -5.00707 -5.087616 804 -685.3977 -19.37605 -20.30717 -20.47689 -19.53798 -20.46174 805 -380.0908 -12.24793 -12.81858 -12.88693 -12.31324 -12.881 Part-3b: proc genmod on lq1hgc, multicol fixed 40 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 806 -668.8135 -19.0016 -19.99714 -20.23571 -19.22829 -20.21267 807 -615.0699 -17.41363 -18.2164 -18.68018 -17.85696 -18.64066 808 60.688369 1.8827525 1.873318 1.8875477 1.8970539 1.8876908 809 -253.3049 -7.777175 -7.952092 -8.013126 -7.836866 -8.01048 810 -285.8896 -8.920136 -9.19182 -9.255819 -8.982243 -9.252104 811 -597.8492 -17.81837 -18.87593 -18.98695 -17.92317 -18.97489 812 -438.8645 -13.90916 -14.59535 -14.90173 -14.20115 -14.87386 813 -35.79362 -1.093311 -1.096766 -1.104465 -1.100986 -1.104417 814 -458.6781 -13.33079 -13.8319 -14.01968 -13.51176 -14.0064 815 419.28233 13.660896 13.113476 13.182932 13.733252 13.188835 816 -344.7109 -10.59443 -10.95207 -11.08014 -10.71833 -11.07196 817 -103.7019 -3.346266 -3.382472 -3.414936 -3.378383 -3.414248 818 -1054.945 -29.48802 -32.0949 -32.47029 -29.83291 -32.41207 819 -71.73419 -2.190001 -2.204025 -2.30373 -2.289073 -2.302493 820 -135.4332 -4.023706 -4.067808 -4.096153 -4.051743 -4.095544 821 -431.769 -12.59065 -13.03934 -13.35421 -12.89468 -13.33315 822 -468.7772 -14.19798 -14.87196 -14.94327 -14.26606 -14.93696 823 -295.837 -8.240958 -8.386844 -8.471716 -8.324354 -8.468804 824 -32.59631 -0.977834 -0.980433 -0.991197 -0.98857 -0.99114 825 -306.355 -9.787012 -10.12917 -10.1683 -9.824819 -10.1657 826 -182.7603 -5.670049 -5.768992 -5.892441 -5.79138 -5.888285 827 -559.3721 -18.09686 -19.21798 -19.36312 -18.23354 -19.34673 828 -283.1107 -7.743328 -7.933046 -8.033243 -7.841129 -8.028536 829 -10.33759 -0.306429 -0.306672 -0.30914 -0.308896 -0.309137 830 -609.4333 -17.59766 -18.50006 -18.69561 -17.78367 -18.67708 831 -494.7241 -14.07841 -14.55168 -14.81534 -14.3335 -14.79861 832 -850.8871 -23.57433 -25.00668 -25.30121 -23.85199 -25.2686 833 -233.0029 -6.364033 -6.439195 -6.491623 -6.415849 -6.490411 834 -56.13945 -1.547217 -1.551661 -1.580048 -1.575523 -1.579887 835 150.9451 4.8255273 4.7564381 4.8054226 4.8752233 4.8068484 836 -431.1121 -12.43191 -12.8481 -13.06306 -12.63991 -13.04946 837 -770.3467 -20.89908 -21.83963 -22.09866 -21.14695 -22.07695 838 1620.3285 51.588275 46.799108 47.490371 52.350277 47.637779 839 -716.1381 -19.73875 -20.557 -20.68635 -19.86294 -20.67628 840 -499.2925 -14.34638 -14.90629 -15.06174 -14.49599 -15.05034 841 -812.0507 -22.42825 -23.678 -23.88476 -22.6241 -23.86359 842 -710.404 -21.12689 -22.59595 -22.87621 -21.38893 -22.84114 843 -572.4224 -16.07215 -16.71489 -16.93567 -16.28444 -16.91912 844 -1036.939 -27.26836 -28.59576 -29.64606 -28.2699 -29.55235 845 1141.9459 69.166225 65.556151 65.639238 69.253887 65.648634 846 -464.5691 -13.79549 -14.3842 -14.50779 -13.91402 -14.49792 847 -226.8153 -6.206326 -6.26942 -6.330661 -6.266951 -6.32944 848 326.25827 10.215228 9.9291467 10.029939 10.318925 10.0358 849 139.58281 4.7353739 4.6785551 4.7015873 4.7586858 4.7021487 850 -382.6515 -11.35923 -11.69833 -11.7959 -11.45397 -11.79035 851 30.477086 0.9674101 0.9644544 1.0520289 1.0552531 1.052544 852 206.34403 6.2064659 6.1090676 6.2921852 6.392503 6.2979824 853 -655.3644 -19.1737 -20.33488 -20.56149 -19.38737 -20.53647 854 -305.1324 -9.041468 -9.263171 -9.333501 -9.110115 -9.330187 855 -542.182 -15.28446 -15.87166 -16.09592 -15.50042 -16.07974 Part-3b: proc genmod on lq1hgc, multicol fixed 41 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 856 -593.086 -17.60567 -18.61893 -18.81282 -17.789 -18.79238 857 -630.3002 -18.77401 -19.89818 -20.16631 -19.02699 -20.13704 858 -466.1049 -14.42486 -15.14337 -15.31898 -14.59214 -15.3028 859 -189.8912 -5.662147 -5.752456 -5.822809 -5.731396 -5.82063 860 -261.7151 -7.737763 -7.905569 -7.99737 -7.827614 -7.993535 861 -153.3256 -4.720091 -4.786078 -4.810243 -4.743923 -4.809583 862 -97.55693 -2.708558 -2.723001 -2.747345 -2.732773 -2.747088 863 -444.857 -12.75848 -13.18811 -13.27568 -12.84319 -13.27008 864 -819.1681 -22.93881 -24.36698 -24.53353 -23.09559 -24.51463 865 16.597958 0.4720333 0.4715535 0.4748037 0.4752868 0.4748103 866 -505.8841 -15.27164 -16.05489 -16.14024 -15.35282 -16.13213 867 -163.1412 -4.97748 -5.052323 -5.104112 -5.028503 -5.102597 868 400.7485 12.527646 12.109471 12.220222 12.642222 12.227965 869 -304.6981 -9.461989 -9.765555 -9.85092 -9.544701 -9.845717 870 -250.1617 -8.028358 -8.264129 -8.331768 -8.094068 -8.327978 871 -666.8889 -19.23952 -20.34066 -20.45611 -19.34872 -20.44398 872 -163.543 -5.25945 -5.35403 -5.393498 -5.298221 -5.392121 873 -446.505 -12.47963 -12.83967 -12.95121 -12.58805 -12.94507 874 -438.525 -13.63877 -14.2844 -14.43553 -13.78307 -14.42224 875 -516.7025 -15.14852 -15.83683 -16.05293 -15.35523 -16.03467 876 -89.499 -3.00583 -3.039478 -3.057367 -3.02352 -3.056974 877 -444.4337 -13.12301 -13.63931 -13.76342 -13.24241 -13.75424 878 -22.47582 -0.692396 -0.693679 -0.701866 -0.700568 -0.701836 879 538.64845 17.091068 16.346587 16.481729 17.232365 16.494263 880 -990.8438 -26.07623 -27.27793 -28.07496 -26.83814 -28.00717 881 -556.6145 -16.26978 -17.06693 -17.15185 -16.35073 -17.14412 882 -1067.017 -28.51134 -30.25269 -30.63408 -28.87078 -30.59168 883 -745.2188 -20.95332 -22.13501 -22.42232 -21.22531 -22.39264 884 194.55217 6.498504 6.3565952 6.4205889 6.5639263 6.423463 885 -1117.652 -29.64564 -31.43503 -31.79282 -29.98306 -31.75345 886 23.383998 0.8707471 0.8681131 0.8729792 0.875628 0.8730087 887 -250.8637 -7.626841 -7.806579 -7.860389 -7.679412 -7.857948 888 -86.09824 -2.774719 -2.796842 -2.821016 -2.798702 -2.820637 889 -662.7046 -20.24818 -21.65055 -21.79145 -20.37994 -21.77384 890 -237.2287 -7.233438 -7.388268 -7.477746 -7.321042 -7.474057 891 -76.75711 -2.40536 -2.423727 -2.434679 -2.416229 -2.434514 892 -420.0431 -13.52433 -14.20413 -14.28536 -13.60167 -14.27779 893 -638.8461 -18.98263 -20.1909 -20.28789 -19.07381 -20.27665 894 -157.6567 -4.87421 -4.948946 -4.977906 -4.902733 -4.97704 895 36.231343 1.2001718 1.195842 1.2155848 1.2199862 1.2157269 896 -551.2744 -16.00008 -16.74538 -16.88898 -16.13729 -16.87653 897 -279.3292 -8.455031 -8.664333 -8.7028 -8.492568 -8.700968 898 -321.8974 -9.727106 -10.02167 -10.08934 -9.792781 -10.08543 899 291.6098 9.7564764 9.4769535 9.5229384 9.8038177 9.525684 900 -205.0914 -5.93812 -6.026964 -6.093185 -6.003366 -6.091258 901 -10.9631 -0.300769 -0.300909 -0.306574 -0.306431 -0.306569 902 -766.9905 -22.07862 -23.57945 -23.74952 -22.23786 -23.72862 903 -86.76492 -2.596467 -2.612864 -2.636026 -2.619484 -2.635737 904 347.06442 10.363273 10.109913 10.172914 10.427852 10.176101 905 -1035.594 -30.29547 -32.21972 -32.89579 -30.93117 -32.81816 Part-3b: proc genmod on lq1hgc, multicol fixed 42 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 906 -699.5433 -19.08388 -19.87857 -20.2443 -19.43499 -20.21588 907 -306.1645 -8.521289 -8.677059 -8.847338 -8.68851 -8.841335 908 -577.6775 -16.32689 -17.01573 -17.21387 -16.517 -17.19824 909 -777.9166 -21.99707 -23.3605 -23.68284 -22.30059 -23.64653 910 -1.263139 -0.060777 -0.060794 -0.060885 -0.060868 -0.060884 911 -432.5434 -13.30471 -13.89294 -14.00342 -13.41052 -13.9943 912 655.62762 20.930034 19.941174 20.018765 21.011473 20.026634 913 -227.6849 -6.648005 -6.764337 -6.854849 -6.73696 -6.851782 914 -1109.303 -30.2998 -32.41827 -32.92989 -30.77798 -32.86565 915 -635.6833 -17.60704 -18.3371 -18.8048 -18.05612 -18.76872 916 -138.6342 -4.197943 -4.249364 -4.272605 -4.220903 -4.272047 917 45.935386 1.377495 1.3724835 1.3829192 1.3879689 1.3829953 918 -170.6735 -5.479953 -5.586136 -5.657753 -5.550208 -5.655072 919 -649.5072 -19.03047 -20.1789 -20.35564 -19.19715 -20.33617 920 768.98969 22.967529 22.010275 22.133266 23.09587 22.144164 921 -428.1674 -13.18497 -13.76395 -13.85881 -13.27584 -13.85102 922 -844.1961 -23.95272 -25.51421 -25.74697 -24.17123 -25.71946 923 -535.4786 -15.83259 -16.61812 -16.77828 -15.98517 -16.76356 924 -37.54779 -1.182078 -1.186334 -1.194537 -1.190252 -1.194479 925 -373.2244 -11.85165 -12.37894 -12.43495 -11.90528 -12.43029 926 -343.0395 -10.16915 -10.47141 -10.56736 -10.26233 -10.56192 927 -297.3532 -8.97546 -9.222781 -9.359498 -9.108511 -9.352314 928 -937.4804 -26.41292 -28.48509 -28.86205 -26.76245 -28.8095 929 -462.4849 -14.38411 -15.1105 -15.19661 -14.46608 -15.18855 930 -406.0718 -12.48829 -13.0237 -13.14374 -12.60339 -13.13411 931 -308.3354 -9.72974 -10.05503 -10.12238 -9.794917 -10.11811 932 50.077116 1.5620132 1.5547292 1.5628351 1.5701571 1.5629111 933 8.9444333 0.2873339 0.2870624 0.2890021 0.2892754 0.2890058 934 -639.6171 -18.8017 -19.93379 -20.09069 -18.94969 -20.07344 935 -378.1673 -12.04581 -12.57704 -12.65784 -12.1232 -12.65118 936 -2.26447 -0.086477 -0.086502 -0.086974 -0.086949 -0.086974 937 -331.0961 -10.98659 -11.41909 -11.50828 -11.0724 -11.50167 938 -244.1053 -7.659944 -7.860224 -7.948592 -7.74606 -7.94417 939 -179.9441 -5.905701 -6.017368 -6.083773 -5.970874 -6.081344 940 -548.8631 -16.38147 -17.26049 -17.38268 -16.49744 -17.37059 941 340.03058 10.788577 10.459673 10.535003 10.866276 10.539796 942 -581.9154 -16.97567 -17.84535 -18.01709 -17.13904 -18.00083 943 -170.1441 -5.076817 -5.135335 -5.199611 -5.140361 -5.198163 944 -220.7359 -6.322295 -6.418784 -6.501125 -6.403397 -6.498683 945 -798.9562 -22.47623 -23.75112 -24.43261 -23.12114 -24.36231 946 -861.8744 -24.06762 -25.64326 -25.79813 -24.21298 -25.77973 947 204.29562 6.0372878 5.9557853 6.0099672 6.0922112 6.0114534 948 -769.1779 -21.33232 -22.03115 -22.46359 -21.75104 -22.43683 949 -769.1779 -21.33232 -22.03115 -22.46359 -21.75104 -22.43683 950 -769.1779 -21.33232 -22.03115 -22.46359 -21.75104 -22.43683 951 202.96112 6.0488095 5.9590519 6.0149477 6.1055472 6.0166362 952 -779.3976 -21.54509 -22.68913 -23.25709 -22.0844 -23.20187 953 -890.0973 -24.46928 -25.95983 -26.22813 -24.72217 -26.19834 954 -265.8119 -7.911243 -8.09146 -8.13041 -7.949326 -8.128698 955 -457.7908 -13.4 -13.808 -14.0747 -13.65882 -14.05931 Part-3b: proc genmod on lq1hgc, multicol fixed 43 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 956 579.15315 18.837498 17.853125 17.969136 18.959905 17.982235 957 137.71302 4.383683 4.3249238 4.3631413 4.4224198 4.3641821 958 -234.2621 -6.897386 -7.027219 -7.097059 -6.965936 -7.094514 959 923.16396 31.654699 29.039428 29.249405 31.883587 29.288761 960 403.02558 14.199651 13.504287 13.642411 14.344887 13.65692 961 -98.98197 -3.1125 -3.143837 -3.193778 -3.161943 -3.192795 962 -548.8322 -15.17517 -15.69402 -15.8768 -15.35191 -15.86498 963 101.81985 3.233309 3.2011263 3.2342375 3.2667531 3.2349031 964 -612.3803 -18.01789 -19.04896 -19.25776 -18.21539 -19.23587 965 -424.3101 -12.90516 -13.45948 -13.62808 -13.06681 -13.61456 966 -526.3556 -15.14761 -15.78331 -15.85792 -15.21921 -15.85204 967 -468.0813 -13.8007 -14.37384 -14.5834 -14.0019 -14.56713 968 -418.3569 -11.91331 -12.27158 -12.44183 -12.07859 -12.43209 969 -834.7669 -23.55087 -25.13365 -25.30667 -23.713 -25.28563 970 -62.08721 -1.783352 -1.790713 -1.805277 -1.797856 -1.805158 971 -230.9872 -7.75089 -7.996544 -8.113905 -7.864646 -8.106854 972 -525.2315 -15.43722 -16.16232 -16.43846 -15.70096 -16.41442 973 -571.5881 -17.00561 -17.76988 -18.05893 -17.28222 -18.03477 974 -246.3378 -7.351419 -7.507432 -7.633925 -7.475283 -7.628763 975 -446.989 -14.77818 -15.49537 -15.59048 -14.86889 -15.5819 976 -592.3178 -17.0159 -17.83328 -18.32336 -17.48352 -18.28 977 -248.419 -7.53605 -7.71005 -7.836103 -7.659259 -7.830521 978 -262.839 -8.139129 -8.357772 -8.470461 -8.248871 -8.464679 979 -196.3698 -6.137671 -6.257181 -6.288082 -6.167982 -6.286915 980 -975.2094 -27.3312 -29.5202 -30.73954 -28.46013 -30.56839 981 -132.2053 -4.163062 -4.220112 -4.319455 -4.261062 -4.316817 982 -372.2137 -11.22434 -11.62186 -11.70877 -11.30828 -11.70294 983 -1016.527 -27.30196 -28.93879 -29.28916 -27.63252 -29.25085 984 -1000.585 -26.8932 -28.48053 -28.87595 -27.26658 -28.83336 985 -125.4209 -3.911593 -3.960406 -4.00221 -3.952881 -4.001191 986 -581.9716 -15.93601 -16.41457 -16.61547 -16.13106 -16.60399 987 -554.8675 -17.06527 -18.13817 -18.30161 -17.21905 -18.28292 988 26.016651 1.2123147 1.205896 1.2097488 1.216188 1.2097898 989 -317.1731 -9.842579 -10.17211 -10.3086 -9.974649 -10.29995 990 26.171291 0.7949539 0.7932845 0.8071598 0.8088583 0.8072177 991 -683.7622 -19.8153 -20.93745 -22.261 -21.06791 -22.12663 992 -347.1714 -11.36705 -11.89148 -11.95318 -11.42603 -11.94787 993 -142.9576 -4.582388 -4.655418 -4.726796 -4.652645 -4.72459 994 674.55423 18.875706 18.298675 18.685318 19.274541 18.709815 995 -671.2363 -18.67598 -19.44868 -19.82962 -19.04179 -19.80022 996 -357.4831 -10.8362 -11.21138 -11.41134 -11.02947 -11.39829 997 -466.0909 -13.88088 -14.4842 -14.60381 -13.9955 -14.59409 998 -260.857 -7.849577 -8.033957 -8.108384 -7.922296 -8.105022 999 100.66327 3.2856669 3.2524327 3.2949321 3.3286005 3.2957993 1000 -58.69856 -1.827937 -1.838277 -1.87317 -1.862634 -1.872782 1001 -88.67477 -2.904861 -2.935241 -2.956553 -2.925952 -2.956116 1002 273.97399 8.3900093 8.2057314 8.2624135 8.4479643 8.2649787 1003 -1207.609 -33.11284 -36.22297 -36.78488 -33.62649 -36.69312 1004 -323.2066 -10.12641 -10.45661 -10.65061 -10.31429 -10.63866 1005 -713.3884 -20.95582 -22.31962 -22.50377 -21.12871 -22.48203 Part-3b: proc genmod on lq1hgc, multicol fixed 44 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1006 -30.43481 -0.965443 -0.967902 -0.97776 -0.975277 -0.977711 1007 977.8415 28.20887 26.835742 27.225845 28.618935 27.266465 1008 -139.3374 -4.076554 -4.11927 -4.1717 -4.12844 -4.170625 1009 49.035941 1.3741053 1.3703725 1.4086735 1.4125106 1.4088796 1010 147.95815 4.3841017 4.3370779 4.3732923 4.4207089 4.3740786 1011 -1062.709 -29.36387 -31.51565 -31.93573 -29.75526 -31.88064 1012 119.47106 3.8504732 3.8049634 3.8323211 3.878158 3.832977 1013 -689.7507 -17.92253 -18.34291 -19.0264 -18.59035 -18.99596 1014 -87.49181 -2.781674 -2.806444 -2.85135 -2.826183 -2.850567 1015 -547.2438 -15.92501 -16.62275 -16.80524 -16.09984 -16.79032 1016 -628.4642 -19.07459 -20.39747 -20.63339 -19.29521 -20.60393 1017 -446.5946 -12.99013 -13.4345 -13.52828 -13.0808 -13.5222 1018 -26.58479 -0.860224 -0.862739 -0.867337 -0.864808 -0.86731 1019 -654.442 -18.86704 -19.91662 -20.13564 -19.07452 -20.11327 1020 -445.4631 -12.93745 -13.37471 -13.50418 -13.0627 -13.49589 1021 454.55457 11.818788 11.703653 12.067179 12.185891 12.074256 1022 -368.5061 -11.0662 -11.42772 -11.6037 -11.2366 -11.59282 1023 -174.1356 -5.289696 -5.373347 -5.483488 -5.398123 -5.480119 1024 -419.7458 -12.41557 -12.87624 -13.20819 -12.73564 -13.18513 1025 -411.9102 -14.1824 -15.03821 -15.09784 -14.23863 -15.09126 1026 -295.2197 -9.037774 -9.300921 -9.359985 -9.095168 -9.3567 1027 164.86225 5.2374721 5.1579111 5.1832299 5.2631815 5.184015 1028 -328.0426 -10.04549 -10.36048 -10.48616 -10.16735 -10.47868 1029 -339.4059 -10.4242 -10.76877 -10.86363 -10.51603 -10.85768 1030 -608.5481 -18.13944 -19.03376 -19.33956 -18.43088 -19.3117 1031 -130.7922 -4.044612 -4.095569 -4.127538 -4.076183 -4.12675 1032 117.54977 3.6598508 3.62103 3.6377223 3.676722 3.6380813 1033 -747.8709 -20.33698 -21.23549 -21.50934 -20.59925 -21.48679 1034 358.47664 11.283816 10.933499 11.040983 11.394745 11.047945 1035 -359.2892 -11.59503 -12.08355 -12.236 -11.74131 -12.22399 1036 -461.1062 -13.93144 -14.54059 -14.72961 -14.11253 -14.71419 1037 -683.3138 -19.97447 -21.24606 -21.43423 -20.15138 -21.41247 1038 72.915858 2.3260513 2.3120421 2.3298464 2.3439634 2.3300619 1039 48.330071 1.3296911 1.3265542 1.3546826 1.3578861 1.3548144 1040 173.23541 5.3645556 5.2840189 5.3335448 5.4148363 5.3350588 1041 120.26167 3.7387111 3.6984114 3.7296768 3.7703171 3.7303589 1042 -265.6364 -8.480381 -8.731981 -8.785364 -8.532226 -8.782341 1043 -405.177 -12.11218 -12.56643 -12.748 -12.28719 -12.7352 1044 -99.79898 -2.985038 -3.009592 -3.028324 -3.003617 -3.02802 1045 -572.3619 -16.90448 -17.8105 -17.93189 -17.0197 -17.91989 1046 -31.17935 -0.845449 -0.846624 -0.862844 -0.861647 -0.8628 1047 -173.5217 -5.778199 -5.904636 -6.032126 -5.90296 -6.02678 1048 156.40366 5.0741444 4.9921052 5.0189752 5.101456 5.0198631 1049 -65.48969 -2.022592 -2.034969 -2.064062 -2.051508 -2.063711 1050 -685.95 -19.76552 -20.93069 -21.05842 -19.88614 -21.04464 1051 125.90941 3.6188647 3.5924459 3.6133957 3.6399686 3.613704 1052 352.28276 10.448727 10.19752 10.26955 10.522531 10.273129 1053 938.56059 31.66281 29.144982 29.570032 32.124581 29.645996 1054 -401.2915 -11.74058 -12.13149 -12.21664 -11.82299 -12.21126 1055 1114.7174 34.928959 32.389881 32.793977 35.364731 32.859344 Part-3b: proc genmod on lq1hgc, multicol fixed 45 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1056 -81.00532 -2.452671 -2.469845 -2.503739 -2.486329 -2.503273 1057 -148.0719 -4.710844 -4.786583 -4.863978 -4.787015 -4.861567 1058 -289.0801 -8.817752 -9.06454 -9.146237 -8.897226 -9.141868 1059 -550.4583 -15.5499 -16.16642 -16.31787 -15.69558 -16.30659 1060 1014.0082 29.824259 28.181922 28.364918 30.01792 28.386789 1061 -416.301 -12.21668 -12.64792 -12.80203 -12.36554 -12.79176 1062 -611.0809 -18.14263 -19.1678 -19.30607 -18.27351 -19.29173 1063 259.40749 8.4607713 8.2382889 8.3004029 8.5245627 8.3037897 1064 -327.728 -10.12926 -10.47527 -10.53691 -10.18886 -10.53292 1065 -488.8942 -14.8248 -15.53361 -15.65148 -14.9373 -15.64101 1066 -170.2345 -5.330866 -5.424321 -5.461981 -5.367877 -5.460699 1067 95.872698 2.9243503 2.9008696 2.9222845 2.9459385 2.9226313 1068 825.71192 23.674815 22.692653 23.238137 24.243908 23.285762 1069 -181.0655 -5.308286 -5.377838 -5.432997 -5.362732 -5.431587 1070 701.66499 22.239899 20.995264 21.134011 22.386872 21.150887 1071 -220.218 -6.029185 -6.097463 -6.180831 -6.11162 -6.178986 1072 310.75814 9.3819952 9.1754389 9.2957377 9.5050022 9.301178 1073 -24.03318 -0.740119 -0.741736 -0.745932 -0.744305 -0.745913 1074 -457.2161 -13.18967 -13.66378 -13.87119 -13.38988 -13.85715 1075 422.07259 13.436907 12.936074 13.015369 13.519272 13.021607 1076 129.27709 4.0140161 3.9698299 3.9911205 4.0355437 3.9915958 1077 -204.3554 -5.999521 -6.095565 -6.145683 -6.04885 -6.144123 1078 -69.27404 -2.309426 -2.328743 -2.344731 -2.325281 -2.344468 1079 454.51492 14.409965 13.845827 13.961589 14.530443 13.971171 1080 1556.6425 45.586995 42.587032 42.996883 46.025718 43.056333 1081 -239.5054 -7.356689 -7.512585 -7.613612 -7.455619 -7.609489 1082 439.75224 13.520531 13.082517 13.171881 13.612887 13.177943 1083 -865.4485 -23.37503 -24.55565 -25.02583 -23.8226 -24.98208 1084 -231.8537 -8.039868 -8.269452 -8.31769 -8.086766 -8.315056 1085 1828.9937 94.98902 85.571341 85.739028 95.175163 85.777922 1086 610.36073 19.420941 18.436202 18.630446 19.62556 18.651627 1087 -76.95689 -2.492416 -2.513307 -2.551348 -2.53014 -2.550723 1088 -570.1374 -17.44062 -18.54751 -18.67328 -17.55888 -18.65876 1089 -537.991 -16.84961 -17.9113 -18.06554 -16.9947 -18.04786 1090 -270.0935 -8.600691 -8.847037 -8.888943 -8.64143 -8.886647 1091 -41.38729 -1.277548 -1.282434 -1.291163 -1.286244 -1.291097 1092 1301.0581 71.215138 69.004868 69.172644 71.388288 69.18355 1093 -206.0348 -6.554983 -6.705297 -6.761735 -6.610155 -6.759243 1094 -96.3769 -2.716357 -2.732133 -2.813742 -2.797495 -2.812816 1095 -333.7316 -10.20464 -10.54423 -10.63307 -10.29062 -10.62746 1096 -66.29644 -1.955723 -1.964349 -1.978572 -1.969884 -1.978448 1097 145.89837 4.4785011 4.4233022 4.4921119 4.5481695 4.4938265 1098 -104.9717 -3.167247 -3.1958 -3.231824 -3.202949 -3.231187 1099 -217.0604 -6.81336 -6.970146 -7.002349 -6.844838 -7.000919 1100 -411.2039 -12.2632 -12.72578 -12.79633 -12.33118 -12.79131 1101 -164 -5.26531 -5.359651 -5.40925 -5.314036 -5.407527 1102 -529.6206 -16.6539 -17.65359 -17.74148 -16.73682 -17.73183 1103 -1038.603 -28.1128 -29.98376 -30.59881 -28.68947 -30.52511 1104 -101.9873 -3.016494 -3.040577 -3.069835 -3.045521 -3.069376 1105 473.70164 13.09284 12.818847 12.978086 13.255482 12.984922 Part-3b: proc genmod on lq1hgc, multicol fixed 46 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1106 -86.85746 -2.590533 -2.608751 -2.623865 -2.605541 -2.623655 1107 -40.68185 -1.161228 -1.16424 -1.180519 -1.177465 -1.180435 1108 -37.92872 -1.047583 -1.049636 -1.073025 -1.070926 -1.072934 1109 -494.6215 -14.73218 -15.4205 -15.55283 -14.8586 -15.54132 1110 1212.9256 79.609611 70.430371 70.681384 79.893339 70.75092 1111 -309.6403 -9.152785 -9.39175 -9.526209 -9.283822 -9.519499 1112 -340.583 -11.72306 -12.19241 -12.25018 -11.77861 -12.24583 1113 73.078282 2.1324994 2.1232768 2.1565402 2.1659073 2.1568275 1114 -552.6734 -15.08324 -15.55391 -15.64281 -15.16945 -15.63753 1115 -557.2271 -16.83108 -17.75899 -17.85624 -16.92325 -17.84637 1116 -567.5488 -17.0694 -18.01112 -18.1269 -17.17913 -18.11514 1117 -64.66513 -1.940281 -1.95064 -2.001039 -1.990413 -2.000512 1118 330.17484 10.696859 10.355399 10.438352 10.782547 10.443889 1119 -438.8135 -12.46938 -12.86079 -13.04188 -12.64496 -13.0311 1120 910.32677 28.881533 26.980297 27.145644 29.058531 27.169684 1121 205.50376 7.600723 7.3748655 7.4973034 7.7269106 7.5048516 1122 178.5273 6.6322298 6.5524691 6.5936566 6.6739188 6.5946622 1123 -421.486 -12.67372 -13.15965 -13.22847 -12.73999 -13.22349 1124 -242.5669 -7.622043 -7.794491 -7.855514 -7.681715 -7.852853 1125 59.289534 2.1111581 2.0949132 2.1078635 2.1242089 2.1080645 1126 476.28845 15.173325 14.568216 14.711757 15.322829 14.723865 1127 -609.4243 -18.11436 -19.20105 -19.35644 -18.26096 -19.33941 1128 -890.0016 -25.05707 -26.71655 -26.99703 -25.32013 -26.96342 1129 -56.1773 -1.734418 -1.743085 -1.751963 -1.743252 -1.751875 1130 -518.2065 -15.04054 -15.69016 -15.84395 -15.18795 -15.83153 1131 836.47683 25.864204 24.498903 24.692861 26.068971 24.714985 1132 1249.2207 66.071693 66.175672 66.337342 66.233109 66.336835 1133 -205.8996 -6.20506 -6.312716 -6.346527 -6.238294 -6.345386 1134 -54.90023 -1.705711 -1.714639 -1.750545 -1.74143 -1.750176 1135 -306.5099 -9.710796 -10.0388 -10.11556 -9.785049 -10.11064 1136 29.162499 0.867541 0.8655973 0.8719738 0.8739319 0.8720024 1137 -791.0691 -22.97506 -24.69247 -24.8051 -23.07986 -24.79001 1138 -444.442 -12.86987 -13.32679 -13.44743 -12.98637 -13.43933 1139 -70.96921 -2.098483 -2.109327 -2.125336 -2.114409 -2.125172 1140 -854.0065 -23.99234 -25.6097 -25.8378 -24.20603 -25.81001 1141 154.80847 4.8478623 4.7795288 4.8449781 4.9142472 4.8468498 1142 -495.7961 -14.80556 -15.47077 -15.56724 -14.89788 -15.55914 1143 -723.7939 -21.75908 -23.49828 -23.71475 -21.95953 -23.68402 1144 -581.9942 -15.26637 -15.60232 -15.77009 -15.43053 -15.76298 1145 -71.97068 -2.007419 -2.015497 -2.076153 -2.067832 -2.075675 1146 -669.2389 -18.712 -19.59628 -19.77006 -18.87793 -19.75479 1147 -391.8716 -11.83385 -12.23417 -12.35657 -11.95225 -12.34873 1148 -490.8086 -14.20278 -14.76792 -14.93303 -14.36157 -14.9207 1149 -138.9636 -4.204397 -4.255835 -4.295286 -4.243371 -4.294342 1150 -446.1722 -14.19677 -14.84528 -14.93042 -14.27818 -14.92316 1151 175.23023 4.9569057 4.9175712 4.9881483 5.0280473 4.9892737 1152 201.87343 5.3766079 5.3476704 5.4357422 5.4651563 5.4366901 1153 1015.5595 29.986877 28.303336 28.821281 30.535631 28.884092 1154 245.22189 7.7958137 7.6241692 7.7014314 7.8748153 7.704931 1155 -1086.113 -29.03912 -30.56366 -30.90208 -29.36066 -30.86932 Part-3b: proc genmod on lq1hgc, multicol fixed 47 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1156 227.51292 6.5935037 6.4983394 6.6765673 6.7743418 6.6817535 1157 22.319447 0.6508541 0.6499045 0.6560746 0.6570332 0.6560926 1158 -394.4257 -12.45679 -12.92766 -13.02037 -12.54612 -13.01376 1159 -728.1755 -20.16604 -21.05688 -21.37693 -20.47255 -21.3506 1160 -760.0674 -19.89982 -20.49683 -20.81609 -20.20978 -20.79789 1161 -409.7875 -11.37687 -11.66082 -11.76143 -11.47503 -11.75661 1162 -1058.419 -28.23856 -29.62239 -29.90631 -28.50922 -29.88052 1163 -627.103 -18.92058 -20.19116 -20.37379 -19.09171 -20.35161 1164 -86.66615 -2.514142 -2.529545 -2.538453 -2.522996 -2.538345 1165 77.669581 2.2455051 2.234042 2.2490372 2.2605773 2.249191 1166 -177.7325 -5.252372 -5.327172 -5.360937 -5.285663 -5.359998 1167 172.53291 4.8773454 4.8300258 4.8834111 4.9312537 4.8844564 1168 -675.2813 -20.35313 -21.85308 -22.01643 -20.50526 -21.99484 1169 -201.4124 -6.203497 -6.319883 -6.346899 -6.230015 -6.345915 1170 -173.288 -5.702058 -5.82125 -5.889693 -5.7691 -5.886935 1171 349.14651 11.184919 10.823897 10.924088 11.288452 10.93085 1172 171.01907 5.1473261 5.0794029 5.1164225 5.1848408 5.1174155 1173 236.53343 7.1429974 7.0135637 7.0629962 7.1933421 7.0648309 1174 -1.685548 -0.052745 -0.052754 -0.053074 -0.053065 -0.053074 1175 -107.1659 -3.228503 -3.258039 -3.319517 -3.289424 -3.318418 1176 -278.5942 -9.189795 -9.527833 -9.632359 -9.290613 -9.62511 1177 287.82242 9.4917705 9.2260232 9.411684 9.682779 9.4224204 1178 2.8803517 0.0874518 0.0874305 0.0879916 0.0880131 0.0879919 1179 -482.9069 -14.13772 -14.68905 -14.85018 -14.29281 -14.83837 1180 704.14999 25.310652 23.407177 23.67115 25.596092 23.715538 1181 123.16516 4.0345265 3.9824545 4.025525 4.0781601 4.0266525 1182 -242.8929 -6.807676 -6.908808 -7.126624 -7.022304 -7.120388 1183 -231.1346 -7.213261 -7.386929 -7.53815 -7.360927 -7.53119 1184 35.462414 1.1390509 1.1349766 1.1525525 1.1566899 1.152678 1185 711.47504 20.942122 20.059119 20.196666 21.085724 20.208996 1186 -533.6333 -15.76324 -16.53825 -16.71016 -15.92709 -16.6945 1187 41.132486 1.1961538 1.1927805 1.2036415 1.2070455 1.2037027 1188 -45.37676 -1.3357 -1.340245 -1.355128 -1.350533 -1.355028 1189 -539.3211 -15.28767 -15.89173 -16.02845 -15.4192 -16.01829 1190 -6.937826 -0.219818 -0.21996 -0.221329 -0.221186 -0.221327 1191 345.22439 10.330827 10.077038 10.253654 10.511891 10.262581 1192 203.15857 6.3281141 6.2153171 6.2514834 6.3649366 6.252804 1193 -530.5436 -16.86709 -17.81947 -18.05914 -17.09394 -18.03435 1194 -146.9136 -4.443867 -4.501458 -4.547457 -4.489279 -4.546294 1195 1607.2623 43.382346 42.122364 42.857997 44.139984 42.902258 1196 607.18168 17.98802 17.300983 17.428475 18.120574 17.438761 1197 -523.4168 -14.06328 -14.4218 -14.55483 -14.19301 -14.54833 1198 -672.5102 -18.85637 -19.77019 -19.9267 -19.00565 -19.91262 1199 132.3342 3.7259781 3.7082471 3.7420012 3.7598936 3.7423233 1200 -778.0316 -21.86909 -23.17229 -23.51889 -22.19619 -23.48125 1201 -320.2971 -9.447262 -9.700722 -9.760717 -9.505689 -9.757632 1202 31.237643 1.008425 1.0056235 1.0169452 1.0197783 1.017008 1203 -892.1242 -25.12344 -26.95355 -27.20832 -25.36091 -27.17503 1204 -20.78702 -0.625064 -0.62613 -0.630901 -0.629827 -0.630885 1205 -514.6819 -14.83125 -15.44158 -15.57189 -14.95641 -15.56183 Part-3b: proc genmod on lq1hgc, multicol fixed 48 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1206 -328.8803 -9.600296 -9.851992 -10.00644 -9.750796 -9.998704 1207 -448.258 -13.54718 -13.94347 -14.06848 -13.66864 -14.0615 1208 -412.2999 -12.72703 -13.23972 -13.41168 -12.89233 -13.3987 1209 -376.8413 -11.58452 -12.01852 -12.12 -11.68234 -12.11283 1210 690.92248 23.217876 21.673652 22.057824 23.62942 22.113952 1211 144.53735 4.7181989 4.6537713 4.7054714 4.7706148 4.7069047 1212 -742.6711 -21.90269 -23.33348 -23.48519 -22.0451 -23.46721 1213 370.54402 11.337253 11.027389 11.182183 11.496397 11.19094 1214 -426.0149 -13.13729 -13.74082 -13.89928 -13.28878 -13.88574 1215 -162.5796 -5.155845 -5.246289 -5.274619 -5.183686 -5.273653 1216 81.475503 2.5135307 2.4954776 2.5171856 2.5353958 2.5174994 1217 -28.65736 -0.919838 -0.922656 -0.930076 -0.927236 -0.930031 1218 1279.7529 43.510135 38.975413 39.339999 43.91714 39.429255 1219 156.66668 5.0637952 4.9855717 5.0469865 5.1261736 5.0489166 1220 298.99857 9.9136841 9.6011378 9.7730518 10.091194 9.78432 1221 1422.2523 45.751691 41.273293 41.574613 46.085706 41.643245 1222 705.09721 23.313179 21.812064 22.1053 23.626595 22.146734 1223 1052.9063 35.434596 32.195875 32.505546 35.775418 32.570605 1224 -182.9656 -5.956839 -6.087879 -6.174304 -6.041404 -6.170648 1225 -360.8308 -12.10408 -12.74507 -12.87839 -12.2307 -12.86538 1226 -529.2363 -15.54363 -16.23361 -16.36911 -15.67337 -16.35787 1227 -187.6801 -5.883224 -5.998227 -6.035058 -5.919348 -6.033663 1228 -1110.562 -30.22152 -32.55242 -33.14266 -30.76949 -33.06179 1229 -297.2976 -8.685662 -8.844113 -8.895833 -8.736455 -8.894001 1230 -371.8566 -11.0493 -11.4136 -11.55198 -11.18325 -11.54333 1231 13.822726 0.4289491 0.4284008 0.4306329 0.431184 0.4306386 1232 734.45061 22.808325 21.577736 22.041782 23.298835 22.095582 1233 655.88513 22.348671 20.999137 21.30418 22.673318 21.344321 1234 -86.56106 -2.835741 -2.863766 -2.934608 -2.90589 -2.933244 1235 313.98866 9.1988189 9.0105559 9.0816358 9.2713839 9.0846248 1236 -380.9809 -11.47239 -11.88702 -11.99538 -11.57696 -11.98799 1237 -300.2664 -8.069735 -8.17892 -8.255153 -8.14495 -8.25314 1238 -708.7193 -20.99201 -22.31559 -22.45201 -21.12035 -22.43635 1239 -862.9378 -23.94566 -25.44614 -25.68165 -24.16728 -25.6548 1240 125.68906 3.8745881 3.8324467 3.8871544 3.9298973 3.8883554 1241 -320.9546 -9.845557 -10.13294 -10.24641 -9.955807 -10.2401 1242 -150.5683 -4.657735 -4.725911 -4.751371 -4.682827 -4.750643 1243 -742.0128 -20.93831 -21.91895 -22.19936 -21.20618 -22.17498 1244 522.44959 13.687726 13.51437 13.736948 13.91316 13.742648 1245 -851.2983 -24.3568 -26.19888 -26.35153 -24.49872 -26.33087 1246 -156.9406 -4.396389 -4.437223 -4.492526 -4.451183 -4.491519 1247 -187.099 -5.786943 -5.89368 -5.957918 -5.850018 -5.955624 1248 -476.5674 -13.3846 -13.77643 -13.91113 -13.51547 -13.90361 1249 -620.4765 -16.36462 -16.78353 -16.96597 -16.54251 -16.95703 1250 379.16684 12.015066 11.629036 11.768377 12.159033 11.777722 1251 -336.4453 -11.01938 -11.45763 -11.57091 -11.12832 -11.56245 1252 -327.3929 -11.14086 -11.6637 -11.75339 -11.22654 -11.74556 1253 264.65227 7.3444824 7.2608859 7.3337882 7.418224 7.335468 1254 -230.5553 -6.465538 -6.556648 -6.603654 -6.511891 -6.602361 1255 -907.2401 -26.00475 -28.02358 -28.24146 -26.20694 -28.2113 Part-3b: proc genmod on lq1hgc, multicol fixed 49 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1256 -358.9519 -11.17471 -11.59396 -11.80541 -11.37851 -11.79052 1257 -42.57899 -1.194554 -1.197202 -1.209469 -1.206794 -1.209415 1258 85.979538 2.7628499 2.7426255 2.763245 2.7836214 2.763549 1259 -720.4046 -21.01223 -22.11247 -22.39414 -21.27988 -22.36697 1260 -703.368 -19.57577 -20.53069 -20.8105 -19.84256 -20.78523 1261 -924.6691 -24.76045 -26.02146 -26.24283 -24.97109 -26.22197 1262 150.08759 4.6287147 4.578179 4.6100272 4.6609144 4.6107317 1263 -490.0265 -14.52986 -15.1493 -15.2293 -14.60658 -15.22291 1264 134.66536 4.6294504 4.5529775 4.6322524 4.7100569 4.6349141 1265 -375.2835 -11.58779 -12.04871 -12.17307 -11.70739 -12.16378 1266 -129.7781 -4.172059 -4.232743 -4.273825 -4.212552 -4.272661 1267 -640.6503 -19.64012 -21.04016 -21.16585 -19.75744 -21.14972 1268 -197.357 -5.798602 -5.882925 -5.938987 -5.853861 -5.937399 1269 -133.9522 -4.091382 -4.141565 -4.227541 -4.176317 -4.225491 1270 -282.632 -9.058467 -9.351336 -9.431994 -9.136599 -9.42704 1271 -877.572 -24.49048 -25.78791 -26.30168 -24.97841 -26.25173 1272 -170.4567 -5.864332 -5.997159 -6.025656 -5.892198 -6.02441 1273 32.238283 1.0478753 1.0444437 1.0579006 1.0613764 1.0579886 1274 430.52205 14.523678 13.898836 14.093611 14.72721 14.111383 1275 -1116.6 -30.84083 -33.2696 -33.52578 -31.07831 -33.48986 1276 -246.6028 -8.299983 -8.559462 -8.649468 -8.38726 -8.64412 1277 -252.4509 -8.172305 -8.414616 -8.518299 -8.273003 -8.512448 1278 679.73528 21.442136 20.291303 20.508765 21.671931 20.533982 1279 -682.7817 -19.12847 -19.98313 -20.15603 -19.29397 -20.14161 1280 -80.43681 -2.257681 -2.268287 -2.30115 -2.290391 -2.300846 1281 -129.7731 -3.711132 -3.72933 -3.779744 -3.7613 -3.779256 1282 -160.7093 -4.472531 -4.513318 -4.562351 -4.521121 -4.561474 1283 -610.6412 -18.30916 -19.46029 -19.62439 -18.46355 -19.60562 1284 -247.2287 -6.866569 -6.964449 -7.104037 -7.004195 -7.100178 1285 -897.3795 -24.80686 -26.23554 -26.79569 -25.33652 -26.7369 1286 -540.1057 -16.28748 -17.14368 -17.25147 -16.38988 -17.241 1287 -393.9639 -11.4398 -11.7981 -11.92827 -11.56602 -11.92053 1288 74.387918 2.2552848 2.242165 2.2746565 2.2879664 2.2750351 1289 -445.8682 -14.59215 -15.44032 -15.63496 -14.77609 -15.61427 1290 -804.3744 -22.22194 -23.4469 -23.63041 -22.39586 -23.6118 1291 -1259.582 -33.1136 -34.7433 -35.41623 -33.75496 -35.35511 1292 -3.142109 -0.090181 -0.090199 -0.092228 -0.092209 -0.092227 1293 4.9920333 0.1464726 0.1464195 0.1474019 0.1474553 0.1474026 1294 -980.547 -26.44979 -28.01946 -28.38215 -26.79216 -28.34288 1295 -575.6034 -16.61858 -17.3569 -17.52128 -16.77597 -17.50765 1296 -743.7005 -21.86566 -23.47567 -23.83372 -22.19916 -23.7866 1297 -997.9687 -27.04705 -28.76543 -29.19512 -27.45106 -29.14564 1298 -321.3344 -8.936063 -9.107454 -9.256666 -9.082466 -9.251146 1299 -940.8842 -25.37883 -26.79933 -27.01345 -25.5816 -26.99143 1300 -450.0842 -13.75149 -14.3689 -14.47063 -13.84885 -14.4621 1301 -1091.738 -29.64935 -31.18647 -31.79281 -30.22581 -31.73502 1302 -249.1446 -7.13404 -7.257992 -7.352778 -7.227207 -7.349588 1303 637.5837 18.535278 17.861779 18.073745 18.755237 18.089929 1304 1567.3808 44.695732 42.219779 43.007425 45.529568 43.101542 1305 -935.0809 -25.04983 -26.35102 -26.70059 -25.38214 -26.66712 Part-3b: proc genmod on lq1hgc, multicol fixed 50 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1306 -705.2044 -19.20025 -19.89284 -20.10745 -19.40737 -20.09284 1307 -298.4463 -9.232557 -9.517255 -9.599349 -9.312195 -9.594531 1308 -589.1439 -17.43458 -18.35794 -18.52897 -17.59701 -18.51227 1309 -633.8923 -17.48674 -18.18824 -18.35304 -17.64518 -18.34062 1310 -751.6404 -21.87134 -23.31255 -23.66476 -22.20178 -23.62283 1311 191.0526 5.2073712 5.1787362 5.2389821 5.2679503 5.2396463 1312 -120.7182 -5.698615 -5.866813 -6.023695 -5.851 -6.014938 1313 -420.6853 -12.25304 -12.64693 -12.77425 -12.37639 -12.76648 1314 -655.9546 -18.27271 -19.01418 -19.20006 -18.45134 -19.18591 1315 -616.0304 -17.89155 -18.85258 -19.26149 -18.27961 -19.22125 1316 -294.6013 -9.158957 -9.443197 -9.511579 -9.225281 -9.507538 1317 -1015.095 -28.83114 -31.30586 -31.64295 -29.14158 -31.59199 1318 -255.4451 -7.906808 -8.103499 -8.165803 -7.9676 -8.162826 1319 65.169527 2.1154441 2.1011458 2.1156474 2.1300444 2.1158447 1320 -372.389 -12.06279 -12.62336 -12.79882 -12.23046 -12.78367 1321 -152.0846 -4.771004 -4.845705 -4.894469 -4.819017 -4.892985 1322 -888.166 -24.5697 -25.97338 -26.36531 -24.94044 -26.32436 1323 -698.2481 -19.03875 -19.82635 -20.09435 -19.29609 -20.0736 1324 -408.8924 -13.02146 -13.67494 -13.77589 -13.11758 -13.76651 1325 83.944875 2.7342284 2.7112001 2.7382564 2.7615145 2.7387157 1326 -821.9033 -23.80889 -25.53317 -25.74689 -24.00818 -25.7191 1327 -657.0748 -19.29598 -20.49282 -20.60733 -19.40381 -20.59438 1328 -260.6037 -8.910028 -9.236815 -9.349536 -9.018761 -9.341745 1329 -573.845 -16.52902 -17.30415 -17.45023 -16.66856 -17.43749 1330 -724.0046 -20.76457 -21.94961 -22.52879 -21.31248 -22.46864 1331 12.606947 0.3506989 0.3504627 0.3567637 0.3570041 0.3567721 1332 -719.4122 -20.05468 -21.07335 -21.38939 -20.35544 -21.35977 1333 -601.5028 -18.40317 -19.65591 -19.78323 -18.52237 -19.76756 1334 -164.7607 -5.179735 -5.268806 -5.320708 -5.23076 -5.318977 1335 191.4243 6.0383867 5.935748 6.0288781 6.1331271 6.0321007 1336 828.40727 27.478096 25.590703 25.704173 27.599935 25.721483 1337 -536.4952 -17.57657 -18.82073 -18.93422 -17.68255 -18.91975 1338 -310.4422 -9.893626 -10.24126 -10.31569 -9.965532 -10.31074 1339 -184.338 -6.115582 -6.260793 -6.299413 -6.153306 -6.297647 1340 -695.0164 -20.92024 -22.43083 -22.73225 -21.20136 -22.69325 1341 -376.7263 -11.71505 -12.19771 -12.44226 -11.94992 -12.42346 1342 -536.7286 -16.89162 -17.97696 -18.15589 -17.05975 -18.13503 1343 -26.87792 -0.953848 -0.957589 -0.970686 -0.966895 -0.970585 1344 355.06172 13.48268 12.837524 12.981688 13.634089 12.996451 1345 -947.8597 -28.04853 -31.09786 -31.53444 -28.4423 -31.45348 1346 13.330802 0.4277523 0.4271535 0.4325764 0.4331828 0.4325915 1347 -700.2269 -19.73968 -20.78376 -20.90587 -19.85566 -20.89394 1348 -535.3464 -18.02155 -19.32682 -19.45607 -18.14208 -19.43925 1349 -264.9394 -8.720108 -9.020629 -9.110059 -8.806559 -9.104226 1350 -160.2375 -5.20774 -5.306417 -5.346595 -5.247171 -5.34512 1351 -447.79 -12.74823 -13.04418 -13.19391 -12.89456 -13.18723 1352 -372.0137 -11.41717 -11.813 -11.87286 -11.47503 -11.86893 1353 -459.1356 -13.65448 -14.23331 -14.32084 -13.73844 -14.31388 1354 -347.4641 -10.97967 -11.41998 -11.47171 -11.0294 -11.46781 1355 113.93016 3.894387 3.8404829 3.8743343 3.9287135 3.8752869 Part-3b: proc genmod on lq1hgc, multicol fixed 51 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1356 273.5424 8.4621191 8.2689573 8.3620265 8.5573624 8.3663998 1357 113.13505 3.7629517 3.715714 3.7436952 3.7912886 3.7444084 1358 102.807 3.2698515 3.2380229 3.2989695 3.3313972 3.3001622 1359 -158.6142 -4.467969 -4.511431 -4.555255 -4.511371 -4.554419 1360 -517.1572 -16.04861 -16.92382 -17.06959 -16.18685 -17.05496 1361 -392.3152 -13.01539 -13.67298 -13.78518 -13.12219 -13.77469 1362 -185.3201 -5.169688 -5.219867 -5.313736 -5.262655 -5.311955 1363 -343.2522 -11.17615 -11.6398 -11.74964 -11.28161 -11.7411 1364 -278.3698 -8.478143 -8.681393 -8.753069 -8.548141 -8.749765 1365 743.86661 22.975917 21.74878 22.012641 23.254666 22.043053 1366 -250.8802 -6.965702 -7.055891 -7.126095 -7.035009 -7.12432 1367 -505.9317 -15.09632 -15.82791 -16.04553 -15.30387 -16.02599 1368 -473.7509 -13.8039 -14.3156 -14.51599 -13.99713 -14.50201 1369 2.0952692 0.0701289 0.070111 0.0705249 0.0705429 0.0705251 1370 -357.907 -11.14232 -11.55896 -11.65538 -11.23526 -11.64858 1371 -108.0453 -3.542608 -3.585263 -3.611831 -3.56886 -3.611205 1372 -456.3971 -13.99552 -14.61117 -14.76814 -14.14588 -14.75525 1373 -260.4974 -7.680625 -7.834498 -7.891421 -7.73643 -7.889215 1374 1444.094 41.373252 39.104988 39.545758 41.839588 39.598046 1375 -247.4553 -7.896079 -8.120121 -8.200106 -7.973857 -8.195773 1376 -705.7086 -20.94102 -22.451 -22.55934 -21.04208 -22.54529 1377 -359.9812 -11.09401 -11.44835 -11.5256 -11.16887 -11.5209 1378 -1535.433 -41.23686 -45.31016 -45.75356 -41.6404 -45.67772 1379 -649.3536 -18.63912 -19.56764 -19.85485 -18.91269 -19.82841 1380 -179.3294 -5.835169 -5.95646 -6.095424 -5.971303 -6.089884 1381 -275.0859 -9.222595 -9.529491 -9.57292 -9.264625 -9.570173 1382 -112.4516 -3.315605 -3.342749 -3.372383 -3.344998 -3.371905 1383 -398.5099 -12.27061 -12.76523 -12.83192 -12.33473 -12.82687 1384 -600.1625 -16.98214 -17.73879 -17.91755 -17.15327 -17.90269 1385 1395.2373 38.407719 36.965811 37.4909 38.95329 37.532347 1386 -30.53769 -0.924965 -0.927248 -0.939345 -0.937032 -0.939286 1387 481.25176 14.922504 14.443646 14.652133 15.137904 14.66608 1388 1007.7822 31.195317 29.080984 29.264593 31.392275 29.292162 1389 -322.1388 -9.465277 -9.700897 -9.797642 -9.559673 -9.793022 1390 -381.6576 -11.64758 -12.0754 -12.16715 -11.73608 -12.16079 1391 -692.4236 -20.80267 -22.36257 -22.58756 -21.01196 -22.5574 1392 -633.5482 -18.45992 -19.50626 -19.64014 -18.58662 -19.6262 1393 -96.20353 -3.091319 -3.122997 -3.147216 -3.115292 -3.146729 1394 -146.0912 -4.54405 -4.604111 -4.633355 -4.572912 -4.632599 1395 33.50277 1.1488176 1.144228 1.1573889 1.1620313 1.1574941 1396 -554.3082 -16.97801 -18.02374 -18.11397 -17.06301 -18.10382 1397 -27.24905 -0.784883 -0.786206 -0.800145 -0.798798 -0.800098 1398 1.0409257 0.0334565 0.0334531 0.0337501 0.0337536 0.0337502 1399 -524.0841 -15.72581 -16.45328 -16.53804 -15.80683 -16.53073 1400 -928.4283 -25.82679 -27.65241 -27.87121 -26.03114 -27.84337 1401 -1161.507 -30.73558 -32.6472 -33.01931 -31.0859 -32.97722 1402 3813.2653 108.82478 101.46313 103.46046 110.96702 103.75748 1403 -401.676 -11.35054 -11.6614 -11.77505 -11.46117 -11.7691 1404 -397.9184 -11.42323 -11.76301 -11.83051 -11.48878 -11.82667 1405 623.0846 19.209751 18.325785 18.53375 19.427748 18.55417 Part-3b: proc genmod on lq1hgc, multicol fixed 52 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1406 -214.1854 -6.728607 -6.868981 -6.930606 -6.788973 -6.928124 1407 -187.1743 -5.618206 -5.709184 -5.760766 -5.668966 -5.759142 1408 -583.486 -17.60651 -18.63021 -18.73465 -17.70521 -18.72351 1409 -213.309 -6.320106 -6.43094 -6.52161 -6.409213 -6.518532 1410 -60.11817 -1.74169 -1.748975 -1.768607 -1.76124 -1.768444 1411 43.892133 1.3526837 1.3476341 1.3551162 1.3601937 1.3551722 1412 -438.6548 -13.55553 -14.17855 -14.38927 -13.75699 -14.37128 1413 -270.5854 -8.452179 -8.685565 -8.724171 -8.489748 -8.722129 1414 -531.648 -15.83491 -16.64319 -16.74725 -15.93392 -16.73741 1415 223.77719 6.8165613 6.7007674 6.7445471 6.8610975 6.7460682 1416 527.31359 15.81817 15.250685 15.455874 16.030995 15.471318 1417 345.25726 11.127809 10.764677 10.831103 11.196476 10.835645 1418 -186.3398 -5.547785 -5.629149 -5.667705 -5.585784 -5.666602 1419 4.1604671 0.1258173 0.1257737 0.1272684 0.1273126 0.1272695 1420 533.83747 17.055299 16.299053 16.482975 17.247755 16.500332 1421 -360.6329 -10.90106 -11.27744 -11.41879 -11.03769 -11.40957 1422 -705.0878 -20.76043 -22.01149 -22.16582 -20.90599 -22.14883 1423 -697.8782 -20.75581 -22.24803 -22.6017 -21.08576 -22.55616 1424 543.08935 15.247355 14.88992 15.048543 15.409786 15.056208 1425 -564.5058 -16.45022 -17.14573 -17.30547 -16.60349 -17.29283 1426 -445.1359 -12.72784 -13.11764 -13.23916 -12.84575 -13.23208 1427 -597.7863 -18.35602 -19.49602 -19.69595 -18.54427 -19.67335 1428 -22.45443 -0.677847 -0.678981 -0.684276 -0.683133 -0.684258 1429 -126.2915 -4.024119 -4.072341 -4.092611 -4.044148 -4.092135 1430 -550.9536 -15.73199 -16.34837 -16.47045 -15.84947 -16.46145 1431 -315.3631 -9.447217 -9.715709 -9.806602 -9.535598 -9.801669 1432 -559.7628 -16.32612 -17.07171 -17.19618 -16.44516 -17.18558 1433 -877.5087 -24.9598 -26.85771 -27.03454 -25.12413 -27.0105 1434 -900.3059 -25.63773 -27.67511 -27.85121 -25.80086 -27.8263 1435 -356.5252 -10.39044 -10.68639 -10.74946 -10.45177 -10.74602 1436 -661.933 -19.54742 -20.80892 -20.94457 -19.67484 -20.92867 1437 32.493575 1.0107467 1.0081397 1.0179744 1.0206069 1.0180251 1438 -172.4685 -5.347171 -5.438448 -5.480319 -5.388339 -5.47893 1439 -408.0932 -12.02042 -12.38925 -12.48329 -12.11167 -12.4778 1440 -282.2836 -8.221996 -8.401716 -8.486673 -8.305136 -8.483094 1441 -154.1661 -4.395815 -4.436915 -4.481464 -4.439951 -4.480646 1442 353.38279 10.921039 10.638311 10.696981 10.981268 10.700131 1443 -170.1912 -5.185778 -5.266884 -5.3 -5.218384 -5.298991 1444 -182.4334 -4.918029 -4.957973 -5.022984 -4.982517 -5.021948 1445 -215.7138 -6.876174 -7.037196 -7.082763 -6.920698 -7.080708 1446 -344.9999 -10.08591 -10.34959 -10.4085 -10.14331 -10.40554 1447 301.06582 8.9741863 8.7934773 8.8381767 9.0198042 8.8400279 1448 -476.4767 -15.04161 -15.80435 -15.89475 -15.12764 -15.88625 1449 305.85795 9.2518179 9.049242 9.0849797 9.2883556 9.0865943 1450 -479.1589 -13.83391 -14.362 -14.53646 -14.00194 -14.52393 1451 -334.4813 -9.675773 -9.922175 -10.00231 -9.753914 -9.99839 1452 608.76528 18.787097 17.935617 18.024331 18.880023 18.032931 1453 -858.1377 -23.82303 -25.30924 -25.48224 -23.98587 -25.46257 1454 -433.755 -12.71717 -13.15736 -13.36163 -12.91461 -13.34829 1455 -367.7469 -10.90982 -11.26221 -11.32789 -10.97345 -11.32385 Part-3b: proc genmod on lq1hgc, multicol fixed 53 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1456 -350.2824 -11.2581 -11.66408 -11.71363 -11.30593 -11.71025 1457 -415.542 -11.55366 -11.84969 -12.00353 -11.70366 -11.99599 1458 403.49697 12.509154 12.11981 12.212063 12.604371 12.218061 1459 -119.1657 -3.666747 -3.705977 -3.730257 -3.69077 -3.729747 1460 -92.11441 -2.867665 -2.889762 -2.914159 -2.891874 -2.913789 1461 -346.3642 -10.59751 -10.96651 -11.03551 -10.66418 -11.03096 1462 -385.3623 -11.58636 -11.8987 -11.99247 -11.67766 -11.98763 1463 -335.0824 -10.59889 -10.9927 -11.06803 -10.67152 -11.06274 1464 -196.0045 -6.378355 -6.51893 -6.589697 -6.447596 -6.586694 1465 -157.8742 -7.298586 -7.565938 -7.578681 -7.310879 -7.577797 1466 -429.9698 -12.45995 -12.85858 -12.95414 -12.55255 -12.94833 1467 69.047444 2.1369431 2.1242802 2.1374249 2.1501661 2.1375816 1468 -167.9807 -5.224789 -5.312649 -5.337565 -5.249293 -5.336749 1469 -885.7316 -24.1027 -25.44468 -25.73998 -24.38242 -25.70981 1470 -578.5857 -16.7641 -17.58533 -17.68935 -16.86326 -17.67988 1471 -333.8043 -10.39472 -10.76915 -10.85798 -10.48047 -10.85194 1472 -66.61222 -2.154047 -2.168915 -2.188926 -2.173921 -2.188654 1473 -437.807 -12.79926 -13.26918 -13.45602 -12.97949 -13.4431 1474 70.925133 1.982799 1.9751803 1.9884683 1.9961383 1.9885707 1475 -130.7444 -4.165141 -4.222014 -4.251627 -4.194356 -4.250837 1476 -609.5652 -17.84067 -18.82722 -18.97163 -17.97752 -18.95695 1477 -491.2833 -14.97232 -15.71079 -15.85507 -15.10982 -15.84188 1478 -579.4254 -17.96153 -19.08759 -19.2158 -18.08217 -19.20116 1479 -287.2239 -9.432101 -9.762127 -9.828332 -9.496068 -9.823945 1480 -716.6139 -20.36414 -21.53252 -21.73683 -20.55736 -21.71535 1481 -389.008 -11.02351 -11.31957 -11.44926 -11.14981 -11.4426 1482 298.18681 9.0885776 8.8873262 8.9519255 9.1546398 8.9548731 1483 -21.92552 -0.633223 -0.634094 -0.639543 -0.638664 -0.639528 1484 -832.6885 -23.89352 -25.39687 -25.73398 -24.21067 -25.69548 1485 134.79319 4.1793981 4.1296775 4.1539732 4.2039864 4.15456 1486 -260.1087 -7.223288 -7.331997 -7.40273 -7.292973 -7.400658 1487 -721.224 -20.94322 -22.23202 -22.38254 -21.08502 -22.36564 1488 -1036.091 -28.18142 -30.13287 -30.35521 -28.38935 -30.32743 1489 -726.4615 -21.05354 -22.43785 -22.62846 -21.23239 -22.60575 1490 -73.8489 -2.234952 -2.249154 -2.266814 -2.252502 -2.266593 1491 -453.9223 -12.7158 -13.09543 -13.23854 -12.85475 -13.2304 1492 641.29293 24.024242 22.597578 22.657983 24.088461 22.665839 1493 43.98086 1.2933721 1.2895065 1.3056508 1.3095647 1.3057471 1494 -288.974 -8.716868 -8.948817 -9.010118 -8.77658 -9.006992 1495 -301.846 -10.09646 -10.49926 -10.59184 -10.18549 -10.5849 1496 -73.6801 -2.219421 -2.233204 -2.248268 -2.234392 -2.248083 1497 -411.0283 -12.90543 -13.49552 -13.59142 -12.99714 -13.58325 1498 -321.4246 -9.07676 -9.269134 -9.371818 -9.177313 -9.367622 1499 -217.8056 -6.655113 -6.786159 -6.852278 -6.719955 -6.849761 1500 -639.4321 -18.60851 -19.42674 -19.59738 -18.77197 -19.58337 1501 -135.0484 -4.003403 -4.046696 -4.087002 -4.043278 -4.086149 1502 -499.0712 -13.98751 -14.41331 -14.69439 -14.26029 -14.67818 1503 -282.9434 -8.558456 -8.783698 -8.850473 -8.623518 -8.847104 1504 -53.69889 -1.620735 -1.628081 -1.637399 -1.630011 -1.637316 1505 -626.1989 -18.01083 -18.94518 -19.06594 -18.12563 -19.05435 Part-3b: proc genmod on lq1hgc, multicol fixed 54 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1506 -535.8642 -14.79156 -15.27691 -15.41779 -14.92796 -15.40902 1507 -574.9856 -17.75283 -18.76513 -18.87433 -17.85614 -18.8629 1508 -570.0214 -17.00029 -17.95327 -18.10659 -17.14547 -18.0908 1509 1644.4364 44.560731 43.157287 43.817046 45.241945 43.860304 1510 1156.5319 39.784271 35.665954 36.013532 40.171983 36.097926 1511 -146.3508 -4.075807 -4.109652 -4.147181 -4.113026 -4.146568 1512 -581.6542 -17.56712 -18.58927 -18.75466 -17.72341 -18.73704 1513 -161.44 -4.537473 -4.581821 -4.623736 -4.578983 -4.622932 1514 -129.5543 -3.896426 -3.93734 -3.961169 -3.920007 -3.960677 1515 -547.7593 -16.06945 -16.80879 -16.9721 -16.22558 -16.95811 1516 -385.0843 -11.5883 -11.98962 -12.07247 -11.66837 -12.06703 1517 -121.056 -3.780163 -3.825843 -3.888854 -3.842421 -3.88737 1518 377.51381 14.93315 14.210579 14.291747 15.018446 14.300185 1519 -605.5317 -16.68041 -17.23675 -17.33994 -16.78027 -17.3334 1520 -677.3897 -19.19054 -20.11299 -20.30254 -19.37139 -20.28562 1521 586.74888 18.558799 17.666202 17.820992 18.72141 17.836952 1522 -28.31036 -0.87801 -0.880339 -0.885456 -0.883113 -0.885429 1523 -497.2285 -15.70946 -16.60037 -16.72498 -15.82739 -16.712 1524 -224.1714 -7.136081 -7.315941 -7.37107 -7.189856 -7.368403 1525 -287.887 -8.721269 -8.956892 -9.047047 -8.809053 -9.042389 1526 -405.626 -11.89655 -12.24933 -12.36786 -12.01167 -12.36116 1527 -531.5409 -14.71767 -15.15569 -15.27914 -14.83756 -15.27214 1528 -63.0152 -1.930254 -1.94123 -1.993881 -1.982607 -1.993295 1529 -297.9929 -9.224772 -9.509562 -9.584566 -9.297529 -9.580157 1530 -204.2688 -6.276671 -6.400474 -6.443778 -6.319138 -6.442125 1531 -224.7623 -6.47703 -6.573883 -6.710129 -6.611269 -6.706183 1532 -128.5425 -4.028426 -4.081021 -4.109068 -4.056112 -4.108353 1533 -469.7478 -14.27583 -14.93325 -14.99528 -14.33514 -14.98995 1534 432.88564 13.289457 12.867418 12.911001 13.334469 12.913902 1535 -472.5984 -13.32655 -13.76179 -13.87198 -13.43326 -13.86514 1536 359.74253 10.778032 10.517153 10.711247 10.97694 10.720903 1537 -604.7514 -17.24889 -18.0638 -18.16288 -17.3435 -18.15417 1538 507.80604 14.70547 14.272099 14.433743 14.872022 14.443649 1539 3737.7263 104.59538 102.18931 103.06658 105.4933 103.10819 1540 -422.2736 -12.45941 -12.82509 -12.94037 -12.5714 -12.93392 1541 -309.1798 -9.54063 -9.830434 -9.88112 -9.589823 -9.878183 1542 403.03585 11.936989 11.615822 11.696595 12.019995 11.701106 1543 -396.5475 -12.54918 -13.14065 -13.21084 -12.6162 -13.20467 1544 -528.4889 -16.0524 -16.9474 -17.07998 -16.17797 -17.06639 1545 -717.7843 -20.57962 -21.73833 -21.90939 -20.74157 -21.89171 1546 -789.7412 -22.4707 -23.95004 -24.10012 -22.6115 -24.0822 1547 441.17891 14.188078 13.688527 13.785318 14.2884 13.792484 1548 144.2834 4.3547309 4.3052269 4.337958 4.3878384 4.3387121 1549 -842.2879 -23.71518 -25.30717 -25.51749 -23.91227 -25.49196 1550 -33.91063 -0.980281 -0.982387 -0.994654 -0.992521 -0.994602 1551 -239.1551 -7.16372 -7.305634 -7.388172 -7.244654 -7.385013 1552 -71.86967 -2.231445 -2.24615 -2.266917 -2.252076 -2.266648 1553 -694.2201 -19.07852 -19.91256 -20.06077 -19.22052 -20.04865 1554 -589.0426 -16.66188 -17.38572 -17.46401 -16.73691 -17.45764 1555 -329.7589 -9.565498 -9.792576 -9.830374 -9.60242 -9.828645 Part-3b: proc genmod on lq1hgc, multicol fixed 55 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1556 835.56976 26.604881 24.873042 25.070954 26.816573 25.099345 1557 161.5388 4.8253474 4.7702033 4.8137808 4.8694287 4.8147895 1558 -154.8541 -4.40194 -4.446045 -4.470358 -4.426012 -4.469879 1559 -563.6499 -17.46886 -18.58041 -18.85228 -17.72447 -18.82092 1560 -389.6216 -11.89074 -12.33817 -12.39691 -11.94734 -12.39273 1561 -570.6596 -16.73057 -17.58987 -17.6855 -16.82153 -17.67641 1562 -137.461 -4.218562 -4.27038 -4.343548 -4.290842 -4.341797 1563 558.14677 17.722709 16.925506 17.113092 17.91913 17.13107 1564 -87.27694 -2.509248 -2.524009 -2.540303 -2.525446 -2.540114 1565 1770.6857 51.661118 47.749069 48.322955 52.282022 48.420164 1566 -741.7377 -22.5835 -24.37334 -24.72056 -22.90523 -24.67173 1567 -83.64483 -2.324493 -2.33514 -2.353198 -2.342468 -2.353034 1568 -727.5171 -20.78979 -21.84409 -22.08243 -21.01662 -22.06009 1569 -63.9744 -2.131762 -2.147619 -2.176079 -2.160012 -2.175663 1570 589.24117 25.064266 22.474862 31.513412 35.144179 33.346893 1571 -225.78 -6.080978 -6.142496 -6.232794 -6.170371 -6.231007 1572 1642.5218 95.861846 82.989833 83.357329 96.286343 83.47981 1573 -223.7518 -6.855809 -6.99662 -7.039137 -6.89747 -7.037448 1574 82.738434 2.9194594 2.8865802 2.9261538 2.9594838 2.9270542 1575 -202.4813 -5.815491 -5.89764 -5.934082 -5.851426 -5.933077 1576 -41.85929 -1.347837 -1.353525 -1.365682 -1.359944 -1.365581 1577 -1130.051 -29.49515 -30.96025 -31.60613 -30.11047 -31.547 1578 332.18757 9.4971659 9.331702 9.4264205 9.5935638 9.4297916 1579 -424.2543 -11.64219 -11.91996 -12.08228 -11.80072 -12.07485 1580 227.19027 7.0155848 6.8941612 7.0098189 7.1332796 7.0138938 1581 -913.4874 -24.39642 -25.58572 -26.16662 -24.95032 -26.11441 1582 -205.208 -6.479144 -6.622712 -6.691926 -6.546859 -6.688973 1583 -857.7297 -23.58774 -24.95705 -25.2564 -23.87066 -25.22462 1584 -154.6472 -4.698287 -4.763815 -4.803407 -4.737335 -4.80233 1585 -295.3926 -9.28209 -9.584114 -9.632447 -9.328901 -9.629456 1586 -510.6886 -15.13708 -15.81431 -15.96745 -15.28366 -15.95467 1587 -253.2271 -6.763115 -6.834407 -6.897759 -6.825805 -6.89645 1588 -1117.496 -30.11761 -32.26369 -32.62579 -30.45562 -32.57944 1589 60.865633 2.1117473 2.0954475 2.1112289 2.1276515 2.1114745 1590 266.43208 8.9576201 8.6989237 8.7582401 9.0187005 8.7618077 1591 57.858564 1.868987 1.8583755 1.8733891 1.8840863 1.8735603 1592 209.88721 6.307711 6.2075075 6.2469266 6.3477665 6.2482054 1593 188.32245 6.1441668 6.0236726 6.1021837 6.2242483 6.1053349 1594 -145.6485 -4.714298 -4.793769 -4.852962 -4.77251 -4.851027 1595 2688.7635 73.85715 71.187795 71.824147 74.517363 71.872534 1596 -350.5965 -11.07821 -11.52707 -11.63228 -11.17933 -11.62428 1597 -476.6394 -14.85173 -15.67035 -15.8351 -15.00787 -15.81842 1598 -284.1663 -8.903947 -9.178056 -9.24709 -8.97092 -9.243043 1599 289.91205 8.9110958 8.7019926 8.843166 9.0556615 8.8499747 1600 -423.7068 -12.25133 -12.65931 -12.74634 -12.33556 -12.74084 1601 269.4251 8.2193006 8.0442258 8.116639 8.2932897 8.1198104 1602 -32.41266 -1.002985 -1.006008 -1.011781 -1.00874 -1.011747 1603 -164.0057 -4.712708 -4.766046 -4.825941 -4.771932 -4.824616 1604 265.68072 8.2686425 8.1080521 8.2566485 8.4201821 8.2625375 1605 -60.0741 -2.016448 -2.03137 -2.053514 -2.038429 -2.053192 Part-3b: proc genmod on lq1hgc, multicol fixed 56 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1606 404.11161 12.06471 11.746681 11.845986 12.166704 11.851412 1607 -62.66913 -2.015377 -2.029161 -2.047712 -2.033802 -2.047462 1608 -844.0913 -23.24258 -24.57598 -24.95195 -23.59815 -24.91253 1609 -393.95 -11.69471 -12.10499 -12.26145 -11.84587 -12.25108 1610 -504.235 -14.93117 -15.58538 -15.71505 -15.0554 -15.70444 1611 2930.267 78.892518 76.177619 76.935301 79.677203 76.989979 1612 -214.0543 -6.902829 -7.076665 -7.149645 -6.974015 -7.146121 1613 -765.7311 -20.979 -21.87603 -22.09666 -21.19057 -22.07901 1614 -261.6435 -8.049647 -8.258933 -8.31401 -8.103328 -8.311263 1615 23.644004 0.7741802 0.7722607 0.783324 0.785271 0.7833787 1616 -256.2477 -7.971845 -8.184119 -8.273874 -8.059272 -8.269302 1617 -1120.328 -30.62572 -32.44607 -32.788 -30.94847 -32.75088 1618 -359.9734 -10.52568 -10.83406 -10.92283 -10.61192 -10.91786 1619 -501.1029 -15.57841 -16.44517 -16.58833 -15.71402 -16.57369 1620 746.34679 22.817109 21.701306 22.17543 23.31561 22.224849 1621 -595.9743 -17.82845 -18.84553 -19.24085 -18.20244 -19.19972 1622 -380.8821 -11.09245 -11.43191 -11.53354 -11.19107 -11.52762 1623 15.453512 0.4938616 0.4930726 0.4996206 0.5004201 0.4996414 1624 223.07127 7.3548749 7.1802007 7.2549863 7.4314798 7.2586493 1625 89.072661 2.6895683 2.6703001 2.7066507 2.7261812 2.7071736 1626 -532.1586 -15.29114 -15.93577 -16.0806 -15.43011 -16.06917 1627 -1112.373 -30.48894 -32.70607 -33.00557 -30.76813 -32.9665 1628 -58.65133 -1.802991 -1.81266 -1.834993 -1.825205 -1.834757 1629 419.80428 12.338677 12.006692 12.094612 12.429028 12.099523 1630 -964.2316 -27.39762 -29.76987 -30.00437 -27.61343 -29.9686 1631 -356.9381 -11.54461 -12.06928 -12.21544 -11.68442 -12.20308 1632 199.93803 5.5112366 5.4592767 5.5462046 5.5989918 5.5478539 1633 -43.40013 -1.419445 -1.426532 -1.448115 -1.440921 -1.447903 1634 -642.9814 -19.56802 -20.91786 -21.21898 -19.84971 -21.1816 1635 -117.1135 -3.789981 -3.837108 -3.859987 -3.812579 -3.85943 1636 -144.5329 -4.839969 -4.931356 -4.985838 -4.893441 -4.983848 1637 -924.7452 -25.60072 -27.15876 -27.42498 -25.85167 -27.39544 1638 1935.4494 49.925245 49.516822 53.187303 53.626001 53.245972 1639 -73.75021 -2.332361 -2.35007 -2.365176 -2.347353 -2.36495 1640 -327.922 -9.572238 -9.822364 -9.880484 -9.628878 -9.877569 1641 -129.8392 -3.833477 -3.872496 -3.926206 -3.886645 -3.925136 1642 -313.6375 -9.627292 -9.917367 -10.10091 -9.805462 -10.09042 1643 242.11698 6.9863981 6.8819604 6.942906 7.0482687 6.9447614 1644 -250.5545 -8.167983 -8.414877 -8.501559 -8.252123 -8.496572 1645 124.30015 3.980899 3.9314254 3.9697785 4.0197347 3.9707451 1646 496.48762 15.40678 14.897351 14.96332 15.475005 14.967898 1647 -398.5004 -13.03366 -13.71715 -13.80316 -13.11538 -13.79482 1648 -594.7772 -17.25735 -18.1393 -18.39098 -17.49679 -18.36725 1649 -131.3577 -4.50616 -4.579477 -4.616204 -4.542298 -4.615042 1650 -524.5732 -15.38305 -16.09596 -16.17049 -15.45428 -16.16405 1651 95.933809 2.9846457 2.9586837 2.990306 3.0165454 2.9908604 1652 -994.6725 -27.86979 -30.164 -30.70996 -28.37422 -30.63067 1653 541.14459 16.836825 16.123074 16.207723 16.925222 16.215362 1654 704.9028 20.194759 19.520757 19.653452 20.332035 19.66274 1655 -768.8612 -22.05427 -23.29463 -23.66958 -22.40925 -23.63099 Part-3b: proc genmod on lq1hgc, multicol fixed 57 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1656 685.67648 19.015192 18.530506 18.725371 19.215154 18.735641 1657 582.23222 15.43696 15.180905 15.290633 15.548538 15.294352 1658 -468.2234 -13.26297 -13.70362 -13.8983 -13.45138 -13.88606 1659 -54.56767 -1.661244 -1.66919 -1.681664 -1.673659 -1.681546 1660 -402.4693 -12.43139 -12.94585 -13.05705 -12.53818 -13.04842 1661 -53.11989 -1.813641 -1.826186 -1.836889 -1.824271 -1.836743 1662 -544.2612 -16.69104 -17.65567 -17.8856 -16.90841 -17.8613 1663 -266.909 -8.594138 -8.849025 -8.913411 -8.656669 -8.909768 1664 -406.1411 -13.11156 -13.75182 -13.8272 -13.18343 -13.82036 1665 -381.3358 -11.04272 -11.37095 -11.5796 -11.24534 -11.56783 1666 563.69217 18.468074 17.50204 17.6164 18.588746 17.629326 1667 721.45781 21.947067 20.86843 20.999933 22.085366 21.01383 1668 6.5829357 0.2216099 0.2214392 0.2229176 0.2230895 0.2229198 1669 2194.858 65.550336 59.354189 59.846046 66.093539 59.953558 1670 25.107577 0.7474261 0.7459778 0.7578358 0.7593071 0.7578815 1671 -7.179226 -0.228537 -0.228705 -0.230581 -0.230411 -0.230579 1672 -192.9992 -6.07242 -6.196584 -6.3589 -6.231484 -6.352539 1673 -294.2575 -10.12265 -10.5596 -10.73498 -10.29077 -10.72088 1674 -165.396 -5.746868 -5.881827 -5.931464 -5.795367 -5.929221 1675 724.68521 26.466316 24.232101 24.854843 27.146475 24.973185 1676 -499.0477 -15.06091 -15.8195 -16.0484 -15.27883 -16.02711 1677 -393.0612 -12.54766 -13.15427 -13.22618 -12.61626 -13.21972 1678 -906.2003 -25.52214 -27.5658 -27.9714 -25.89767 -27.91385 1679 -273.0306 -8.297024 -8.489452 -8.568354 -8.374137 -8.564833 1680 426.15203 15.61385 14.833662 14.96732 15.754538 14.981678 1681 -242.5538 -7.69678 -7.905757 -7.938491 -7.728648 -7.936786 1682 0.5488593 0.0170114 0.0170105 0.0171601 0.0171609 0.0171601 1683 -184.4866 -5.454738 -5.535771 -5.606661 -5.52459 -5.604613 1684 -738.29 -19.94609 -20.76488 -21.67723 -20.82246 -21.60807 1685 1585.96 48.516082 44.252505 44.544928 48.836678 44.603757 1686 -365.4349 -11.19556 -11.61266 -11.68244 -11.26284 -11.67753 1687 -650.5037 -18.82896 -19.89265 -20.18042 -19.10134 -20.15066 1688 497.84001 15.65382 15.010827 15.246182 15.899255 15.266604 1689 -442.4106 -13.50063 -14.11958 -14.35642 -13.72709 -14.33627 1690 121.89397 3.7214434 3.6854319 3.7303528 3.7668032 3.7312295 1691 -458.5032 -14.01776 -14.66338 -14.82142 -14.16884 -14.80788 1692 115.94768 3.9940354 3.9349519 3.9759871 4.0356868 3.977222 1693 -191.227 -6.239876 -6.38508 -6.443887 -6.297345 -6.441254 1694 -887.558 -24.08066 -25.21641 -25.97108 -24.80134 -25.90551 1695 -350.0647 -10.95012 -11.37476 -11.4669 -11.03882 -11.46017 1696 -583.8339 -17.27266 -18.23028 -18.43486 -17.4665 -18.41404 1697 162.33061 9.6910169 9.3104662 9.3420676 9.72391 9.3446989 1698 1219.3873 34.500875 32.749348 33.398687 35.184942 33.469234 1699 64.900888 2.0612396 2.0484646 2.0641116 2.0769842 2.0643066 1700 488.72761 17.518705 16.570144 16.813086 17.775555 16.841467 1701 912.58914 29.197628 27.213272 27.470832 29.47397 27.509554 1702 129.75698 4.0299417 3.9834077 4.022171 4.0691578 4.0230774 1703 26.323916 0.8514793 0.849069 0.8601607 0.8626024 0.8602233 1704 -495.8429 -15.4361 -16.32605 -16.50743 -15.60759 -16.48829 1705 -257.2697 -7.23484 -7.351724 -7.476703 -7.357832 -7.472793 Part-3b: proc genmod on lq1hgc, multicol fixed 58 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1706 110.98586 3.3697893 3.3392233 3.393666 3.4247303 3.3946591 1707 168.01746 5.5034388 5.4051123 5.4477138 5.5468153 5.4492715 1708 -277.2443 -8.699483 -8.961516 -9.073086 -8.807791 -9.066695 1709 -991.2709 -27.94412 -30.33326 -31.0411 -28.59621 -30.93503 1710 -180.2877 -5.28037 -5.353419 -5.40573 -5.331967 -5.404319 1711 -621.6894 -20.23088 -21.8303 -22.03378 -20.41945 -22.00517 1712 -168.6796 -5.579587 -5.698671 -5.759176 -5.638827 -5.756686 1713 78.672751 2.568791 2.54679 2.5787617 2.6010388 2.5793129 1714 -839.2525 -23.51277 -25.03105 -25.62464 -24.07035 -25.55553 1715 -295.4117 -9.340584 -9.652325 -9.712923 -9.399225 -9.709083 1716 1079.405 35.385514 32.56003 32.741312 35.582528 32.774033 1717 363.49304 11.824287 11.407868 11.520127 11.940644 11.528428 1718 -131.3327 -4.214589 -4.276258 -4.316728 -4.254476 -4.315575 1719 669.83176 17.379328 17.165193 17.518009 17.736545 17.526775 1720 -579.7581 -15.5446 -15.98384 -16.22586 -15.77997 -16.21283 1721 -603.8426 -16.85668 -17.54938 -17.76165 -17.06057 -17.74531 1722 -142.7826 -4.726337 -4.805597 -4.837801 -4.75801 -4.836751 1723 462.45741 15.907117 15.133431 15.260731 16.040924 15.274018 1724 -67.4604 -2.094446 -2.107943 -2.142937 -2.129216 -2.142494 1725 73.364521 2.5185068 2.4947556 3.0579613 3.0870745 3.0677285 1726 167.85623 5.4652227 5.3802275 5.4444915 5.5305021 5.4465256 1727 -631.8019 -18.16008 -19.04153 -19.26037 -18.36879 -19.24068 1728 3670.9799 100.15233 101.13833 102.67437 101.6734 102.64478 1729 640.2651 19.966636 18.986355 95.657877 100.59677 100.4068 1730 -589.0608 -17.7184 -18.74389 -18.90635 -17.87197 -18.88913 1731 -205.1193 -6.287499 -6.405224 -6.441334 -6.322945 -6.440022 1732 1830.4854 49.915917 47.580346 47.87202 50.221908 47.901259 1733 2944.1537 85.649273 79.081255 79.83666 86.467418 79.966626 1734 -594.6583 -16.32947 -16.84681 -17.00601 -16.48378 -16.99643 1735 2853.732 76.741656 74.084469 74.832199 77.516205 74.886506 1736 -88.9672 -2.577031 -2.593125 -2.610171 -2.593971 -2.609961 1737 185.1871 4.8658098 4.8396816 4.9385284 4.9651903 4.9395878 1738 -319.2697 -10.06347 -10.41188 -10.51024 -10.15853 -10.50379 1739 2320.5368 63.405699 61.131712 61.532975 63.821888 61.563276 1740 2694.3379 69.86272 69.991657 70.895249 70.764648 70.891944 1741 3453.5997 97.648382 93.133355 94.196948 98.763537 94.301917 1742 1291.3962 35.551354 34.016655 35.204084 36.792355 35.311633 1743 -65.16471 -1.847891 -1.855342 -1.878181 -1.870639 -1.877999 1744 1231.9017 35.817826 34.068066 34.320879 36.083623 34.347406 1745 -423.3764 -12.77616 -13.30391 -13.60233 -13.06274 -13.57936 1746 671.87451 20.108947 19.236307 19.409667 20.29017 19.425673 1747 327.13495 9.6988196 9.4915315 9.6055991 9.8153784 9.6106046 1748 1154.7892 32.922028 31.234534 31.473089 33.173472 31.499451 1749 2273.2777 62.627747 59.171624 59.736795 63.225929 59.804385 1750 336.43334 9.706612 9.5109105 9.6118635 9.8096422 9.6160378 1751 -750.2415 -21.1315 -22.24363 -22.46504 -21.34184 -22.44355 1752 1001.7401 26.427209 26.637135 30.636195 30.394753 30.577452 1753 1099.2739 29.805386 28.793269 29.131703 30.155716 29.155763 1754 2354.6066 65.054409 62.202636 62.998138 65.886382 63.072237 1755 184.0276 5.4543401 5.3865542 5.4324487 5.5008122 5.4336061 Part-3b: proc genmod on lq1hgc, multicol fixed 59 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1756 2330.3457 63.159878 60.315348 60.899411 63.771486 60.955504 1757 1542.7396 41.120568 40.257203 40.797864 41.672824 40.821141 1758 796.35103 22.382378 21.772916 21.93546 22.549472 21.944651 1759 -241.9737 -7.247655 -7.401091 -7.466351 -7.311562 -7.463684 1760 -267.1196 -7.525084 -7.653158 -7.728613 -7.599277 -7.726121 1761 1179.2731 32.518806 31.379933 31.680009 32.829773 31.702073 1762 1040.8931 28.873845 27.723245 27.872059 29.028835 27.884631 1763 2833.7493 76.500066 73.569862 74.116215 77.06818 74.160426 1764 192.15691 5.4385403 5.3797206 5.4291177 5.4884776 5.4301988 1765 120.99514 3.4495984 3.4245287 3.4542049 3.4794919 3.4546391 1766 1627.9374 62.04719 62.208339 62.516755 62.354806 62.515163 1767 -972.2666 -26.0225 -26.86846 -27.4034 -26.5406 -27.37055 1768 905.70652 24.647731 23.887283 24.205078 24.975643 24.225491 1769 -517.3894 -15.23298 -15.89995 -16.14797 -15.47059 -16.12774 1770 42.714823 1.2576475 1.2537339 1.2608588 1.2647947 1.2609032 1771 -489.6977 -14.10771 -14.51617 -14.72741 -14.31301 -14.71577 1772 -369.3569 -10.90637 -11.25229 -11.39303 -11.04279 -11.38456 1773 3095.8982 90.541483 82.123439 82.721927 91.201318 82.850344 1774 1385.4486 40.02059 37.531262 38.377968 40.923456 38.492561 1775 -5.348144 -0.169496 -0.169584 -0.171464 -0.171375 -0.171462 1776 -255.0473 -7.63727 -7.808351 -7.891496 -7.718592 -7.88791 1777 -458.0941 -13.46734 -14.0044 -14.082 -13.54195 -14.07617 1778 -367.8981 -10.30951 -10.55174 -10.61874 -10.37496 -10.61571 1779 57.374247 1.5484684 1.5453953 1.561108 1.5642124 1.5611702 1780 536.12242 15.510685 15.034438 15.184547 15.665549 15.194157 1781 1772.905 47.579107 45.776929 46.427099 48.254874 46.478905 1782 404.17307 12.229562 11.886181 12.047727 12.395775 12.057128 1783 748.37928 29.214123 28.044603 28.129637 29.302703 28.136865 1784 1645.8179 46.790438 43.855595 44.102446 47.053809 44.136482 1785 3137.6487 85.978142 83.944736 85.215188 87.279368 85.276996 1786 431.19822 13.36712 12.976788 13.060976 13.453841 13.0661 1787 1836.9634 52.540565 48.917695 50.553026 54.29701 50.799558 1788 1856.1554 55.844586 52.107041 53.218388 57.035648 53.381561 1789 896.58716 27.522858 25.947439 26.146221 27.733709 26.170986 1790 1583.7854 46.622466 43.76076 44.030575 46.909926 44.066891 1791 2484.8612 66.558516 64.179794 65.276702 67.696079 65.358772 1792 454.04718 12.822981 12.524415 12.613292 12.913976 12.617564 1793 1032.5054 31.118304 29.184533 29.497651 31.452169 29.540261 1794 -123.2166 -3.525701 -3.549733 -3.583139 -3.558882 -3.582691 1795 513.53136 14.569971 14.217842 14.321451 14.676146 14.326627 1796 -378.4407 -11.10292 -11.43211 -11.56509 -11.23207 -11.55758 1797 265.26254 7.688761 7.5698989 7.6327319 7.7525806 7.6347121 1798 124.92211 3.1836935 3.1893586 6.5254066 6.5138159 6.5165866 1799 3528.5543 96.252178 102.13913 103.91658 97.927181 103.71911 1800 44.22978 1.3115408 1.3071725 1.3166513 1.3210513 1.3167145 1801 2194.126 58.228514 56.444739 56.966644 58.766913 56.999989 1802 538.52557 14.15026 13.957244 14.19145 14.387705 14.197917 1803 2254.4741 59.333238 57.943911 58.866901 60.278358 58.911325 1804 1400.547 41.68743 38.871786 39.138359 41.973312 39.178219 1805 2675.0636 75.678532 71.219119 71.764375 76.257929 71.834494 Part-3b: proc genmod on lq1hgc, multicol fixed 60 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1806 112.3109 6.1744646 6.0718398 6.085891 6.1887534 6.0863695 1807 458.59679 14.327179 13.791077 13.918183 14.459225 13.928207 1808 -88.48844 -2.708753 -2.729533 -2.755844 -2.734863 -2.755447 1809 662.19528 19.975884 19.090121 19.19049 20.08091 19.199993 1810 94.936451 2.6630089 2.64912 2.6752937 2.6893198 2.6755675 1811 92.514477 2.8222361 2.7994197 2.8414747 2.8646338 2.8421578 1812 56.935348 1.7576422 1.748719 1.7687409 1.7777662 1.7689445 1813 1007.9412 29.58165 28.396503 28.664964 29.861315 28.687724 1814 178.37883 5.3267524 5.2560996 5.3123133 5.3837217 5.3138265 1815 786.73418 23.281283 22.262338 22.454053 23.481773 22.471921 1816 3460.3017 94.580308 93.912354 94.985991 95.661581 95.00123 1817 1430.5849 41.675865 38.910411 39.610944 42.426186 39.713017 1818 154.39 4.4097639 4.376118 4.4309078 4.464975 4.4317483 1819 3216.8045 91.030523 86.223146 87.177696 92.038294 87.286438 1820 1261.4209 36.006874 34.034777 34.29163 36.27861 34.32213 1821 1610.1246 45.544026 43.146247 43.790666 46.224257 43.863678 1822 3319.7752 93.342055 87.298378 88.003039 94.0955 88.103523 1823 514.88665 15.085551 14.640892 14.885947 15.338048 14.900926 1824 137.41077 3.9599098 3.93099 3.9551076 3.9842048 3.9554627 1825 -113.7641 -3.275954 -3.299675 -3.341641 -3.317619 -3.341044 1826 2071.7394 62.39232 57.39607 57.864763 62.901812 57.949506 1827 2164.1864 57.082591 55.595391 56.088504 57.588895 56.115115 1828 885.15027 28.987775 27.321895 27.552862 29.232824 27.581749 1829 1872.3094 55.356236 50.740783 51.085458 55.732264 51.150751 1830 -407.6186 -12.92656 -13.56171 -13.69798 -13.05644 -13.68557 1831 136.66651 4.3983426 4.3374735 4.3726957 4.4340591 4.3736871 1832 288.10791 8.0413398 7.9253729 8.0152826 8.132565 8.0179177 1833 -38.10972 -1.07063 -1.072993 -1.088119 -1.085723 -1.088053 1834 2184.3929 64.471961 59.253997 59.650526 64.90341 59.723152 1835 2049.6809 63.710365 56.839178 57.445569 64.390061 57.600013 1836 -490.0253 -14.873 -15.58948 -15.75526 -15.03116 -15.74044 1837 -430.5399 -13.60451 -14.30792 -14.4009 -13.69292 -14.392 1838 1367.9829 41.522023 38.974848 39.309575 41.878627 39.354539 1839 416.46652 11.470341 11.261118 11.344835 11.555614 11.347963 1840 1301.651 34.943706 33.771079 34.15776 35.343814 34.184915 1841 1780.2755 54.948709 49.600563 49.770418 55.136879 49.808941 1842 388.43116 12.144576 11.863076 11.930972 12.214084 11.934223 1843 1427.7644 59.348698 54.395502 54.647287 59.62341 54.695098 1844 1176.0058 31.182459 30.348114 30.669952 31.513145 30.687792 1845 66.087187 2.0391908 2.0283596 2.039989 2.0508822 2.0401131 1846 -188.5486 -6.375463 -6.541351 -6.619718 -6.451842 -6.615815 1847 348.26881 9.767984 9.5954365 9.7621119 9.9376566 9.7681067 1848 2060.9381 63.985726 57.49514 57.900427 64.436765 57.996678 1849 361.51796 12.076772 11.62916 11.75579 12.208275 11.765668 1850 1689.6194 49.196149 45.92877 46.774423 50.101962 46.897734 1851 1258.333 34.538583 33.107699 36.305186 37.874262 36.574113 1852 -305.731 -9.725326 -10.05851 -10.11881 -9.783626 -10.11489 1853 -51.34497 -1.676667 -1.686235 -1.706509 -1.696826 -1.706281 1854 3373.7075 107.90589 108.48105 109.32947 108.74982 109.32054 1855 -42.36996 -1.498785 -1.507533 -1.52145 -1.512621 -1.52129 Part-3b: proc genmod on lq1hgc, multicol fixed 61 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1856 3251.1618 99.631021 98.48555 99.432595 100.58908 99.454645 1857 106.81296 3.3664765 3.3323526 3.3464864 3.3807551 3.3467768 1858 2232.3198 65.691079 59.874494 60.267548 66.122317 60.347311 1859 2275.1585 64.566853 61.492621 61.804907 64.894751 61.836823 1860 139.2097 4.1481071 4.1050327 4.1537587 4.1973444 4.1547805 1861 2948.1951 80.894613 78.448826 79.410673 81.886448 79.471191 1862 1173.4683 36.900555 34.234956 34.366147 37.041961 34.387325 1863 3941.3035 123.73234 111.34662 112.25625 124.74316 112.46881 1864 2413.1432 67.972443 63.311739 63.640919 68.325855 63.691018 1865 1119.1292 34.126847 31.899319 32.1085 34.350634 32.138621 1866 -180.9518 -5.875891 -5.993603 -6.019199 -5.900984 -6.018206 1867 2440.1128 66.381316 63.241061 63.564242 66.720545 63.597042 1868 659.00853 20.942957 19.861514 19.968118 21.055366 19.980008 1869 -367.8487 -9.790578 -9.910628 -10.20564 -10.08201 -10.19863 1870 201.02287 6.7910099 6.6325999 6.6779686 6.8374622 6.6801538 1871 1919.5068 54.691129 51.394754 51.697209 55.012984 51.737119 1872 867.86458 30.271885 27.935311 28.083093 30.432029 28.108769 1873 2186.2382 60.033146 56.855649 57.263733 60.464036 57.310435 1874 -156.9572 -5.118906 -5.208473 -5.310645 -5.219322 -5.307194 1875 591.58664 19.257505 18.230932 18.431045 19.468887 18.454076 1876 459.94614 12.941626 12.643778 12.740948 13.041084 12.745561 1877 -415.1668 -12.07503 -12.48041 -12.65095 -12.24003 -12.64012 1878 -841.3495 -23.49101 -24.83807 -25.08872 -23.72806 -25.06239 1879 2650.3566 72.281912 68.802005 69.886825 73.421602 69.998376 1880 1488.7005 42.406926 40.919942 41.393452 42.897644 41.428276 1881 844.19085 23.774879 22.872325 23.095005 24.006347 23.112833 1882 1943.4738 60.299098 54.373781 54.662054 60.618785 54.728091 1883 862.95996 26.76378 25.211217 25.357762 26.91935 25.376306 1884 1898.1503 55.130588 50.905825 51.558765 55.837717 51.670803 1885 1434.4413 46.880168 42.655885 42.997866 47.256017 43.068613 1886 647.01274 18.9881 18.306246 18.516893 19.206594 18.53278 1887 1957.6857 56.690899 52.353155 52.65041 57.012783 52.701539 1888 -278.0703 -8.123698 -8.301091 -8.388249 -8.208994 -8.384582 1889 8.2053322 0.2280575 0.2279579 0.2295473 0.2296475 0.2295487 1890 1519.9489 46.267166 42.382372 43.118961 47.07127 43.258749 1891 303.9151 8.4425221 8.3187406 8.4043564 8.529412 8.4069098 1892 2156.2837 58.963803 55.993288 57.306021 60.346178 57.447189 1893 1202.492 33.653777 32.522926 32.731156 33.869247 32.745838 1894 2427.0699 70.817403 64.637316 65.20471 71.439046 65.317803 1895 641.64962 18.505965 17.857062 17.993002 18.646845 18.003021 1896 -2.03313 -0.068009 -0.068024 -0.068297 -0.068282 -0.068297 1897 287.88285 8.4595954 8.2972191 8.3521442 8.5155953 8.3543075 1898 1291.7369 38.727393 36.151693 36.4753 39.074056 36.522811 1899 1514.725 45.322676 41.787784 42.027515 45.582686 42.069647 1900 154.47519 4.3311762 4.2987373 4.3364602 4.3691838 4.3370292 1901 1165.3504 32.257717 30.892996 31.071899 32.444523 31.088004 1902 44.639886 1.2276146 1.2252738 1.2418784 1.2442509 1.2419415 1903 1676.2434 46.427752 43.996694 44.518197 46.97807 44.577035 1904 249.96523 7.2198873 7.1081637 7.3428226 7.4582345 7.3501347 1905 381.39491 11.943059 11.574641 11.677805 12.049507 11.684445 Part-3b: proc genmod on lq1hgc, multicol fixed 62 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1906 232.37711 6.4333892 6.3613732 6.410724 6.4832987 6.4118432 1907 2350.1805 72.81513 65.054581 65.333191 73.126976 65.40344 1908 394.11263 11.17448 10.939037 11.046937 11.284703 11.051608 1909 111.90064 3.4079649 3.3764061 3.3974637 3.4292193 3.397858 1910 3029.2666 93.070228 81.863676 82.62563 93.936488 82.847196 1911 1102.288 33.347858 31.415916 31.547262 33.487281 31.563874 1912 1540.0536 49.073314 44.388399 44.757263 49.48111 44.838823 1913 2874.407 80.458024 75.208142 75.74605 81.033481 75.823452 1914 904.04402 28.640179 26.970664 27.309133 28.999599 27.352032 1915 1880.8664 54.369388 50.74645 51.066089 54.711847 51.113188 1916 -619.292 -17.86492 -18.79457 -19.00398 -18.06397 -18.98387 1917 -88.26052 -2.729905 -2.751774 -2.78002 -2.757926 -2.779575 1918 937.13188 28.185817 26.568457 26.795193 28.426356 26.823503 1919 2196.3655 66.795674 59.953484 60.273971 67.152736 60.351041 1920 -396.7942 -11.95206 -12.4056 -12.67713 -12.21366 -12.65783 1921 -409.6103 -11.1297 -11.33302 -11.42758 -11.22256 -11.42423 1922 2286.9213 64.875377 60.24322 60.880567 65.56173 60.981731 1923 2105.6553 60.790596 56.067618 56.361989 61.109763 56.413513 1924 1692.6807 49.218587 45.974445 46.500225 49.781469 46.576549 1925 420.65676 13.055611 12.632397 12.818615 13.248067 12.831203 1926 280.45834 7.8583527 7.7449297 7.8602945 7.9754071 7.8636726 1927 1411.1656 39.036704 37.189019 38.137175 40.031968 38.232412 1928 436.67008 14.386436 13.833526 13.916248 14.472464 13.922971 1929 -414.9254 -13.42894 -14.16164 -14.32222 -13.58121 -14.30611 1930 -86.99705 -2.415974 -2.427442 -2.443364 -2.431821 -2.443215 1931 1010.192 28.8347 27.762989 28.091717 29.176118 28.117423 1932 966.21207 27.814532 26.487506 26.687301 28.024336 26.707737 1933 2032.7764 54.259872 52.347581 53.174223 55.116712 53.235209 1934 -453.4451 -12.41592 -12.73051 -12.84399 -12.5266 -12.83848 1935 1497.6269 50.258705 44.897493 46.046331 51.544727 46.332561 1936 1934.5754 56.28395 52.319062 52.655595 56.645987 52.708339 1937 1487.7781 41.515901 39.654717 39.963948 41.839646 39.993531 1938 218.11827 6.8272464 6.7063429 6.7439314 6.8655125 6.7452949 1939 2826.2797 83.503934 75.343037 75.783175 83.991746 75.883329 1940 1855.5842 53.747316 50.137437 50.429723 54.060647 50.473182 1941 1645.7207 49.638153 45.701801 45.939754 49.8966 45.982379 1942 832.36171 26.517373 24.793085 24.876167 26.606233 24.888102 1943 -444.3854 -13.88581 -14.53585 -14.61944 -13.96566 -14.61215 1944 -122.9462 -3.314996 -3.332806 -3.366101 -3.348114 -3.365748 1945 272.24908 8.9152286 8.6670455 8.7987704 9.0507254 8.8063618 1946 1153.8325 70.708864 66.32415 66.451317 70.844439 66.468668 1947 236.25165 7.473741 7.311485 7.3835815 7.5474374 7.3868004 1948 -299.5809 -9.520799 -9.850338 -9.960304 -9.627086 -9.953106 1949 59.388344 1.8490185 1.8393206 1.8551713 1.8649528 1.8553382 1950 606.36038 18.365781 17.635562 17.785023 18.521431 17.797599 1951 -826.3784 -21.64302 -22.3714 -22.80775 -22.06516 -22.78005 1952 325.03393 9.0688849 8.9233379 9.043636 9.1911451 9.0475651 1953 2396.1066 64.763414 63.074496 64.014595 65.728686 64.065219 1954 1574.0858 43.005824 41.077117 41.763435 43.724367 41.828805 1955 2664.7063 82.781399 72.75707 73.349003 83.454887 73.522441 Part-3b: proc genmod on lq1hgc, multicol fixed 63 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 1956 -73.5728 -2.250299 -2.262824 -2.275076 -2.262483 -2.274942 1957 2242.1197 71.183761 62.530457 63.13133 71.867786 63.308047 1958 135.25261 3.9479391 3.9141522 3.9348706 3.9688363 3.9352289 1959 -412.447 -13.72692 -14.55699 -14.69294 -13.85512 -14.67794 1960 1726.7642 55.079658 51.068094 51.376951 55.412777 51.427204 1961 1292.4993 38.293628 35.71147 35.902087 38.498027 35.930562 1962 1801.4167 52.257263 50.572498 51.151893 52.85596 51.190902 1963 -378.7675 -13.15034 -13.98909 -14.09535 -13.25023 -14.08303 1964 1056.5379 31.574161 29.769674 30.098765 31.9232 30.139618 1965 311.9354 9.924642 9.6521922 9.7247079 9.9992046 9.728843 1966 -126.5502 -4.017498 -4.069763 -4.099673 -4.047024 -4.098912 1967 638.59669 20.137614 19.110887 19.288963 20.325257 19.308511 1968 -232.0238 -7.586972 -7.806967 -7.888204 -7.665919 -7.883712 1969 1629.3405 48.78905 45.075351 45.308207 49.04109 45.348036 1970 -234.2631 -7.537053 -7.744842 -7.802625 -7.593286 -7.799577 1971 1380.7151 42.099364 38.941864 39.273597 42.457995 39.329297 1972 2160.8662 58.687443 55.969182 56.733486 59.488867 56.808966 1973 1553.2492 44.129727 41.460517 42.058638 44.766355 42.137492 1974 -287.6903 -7.811815 -7.922442 -8.003326 -7.89157 -8.001094 1975 1120.7022 28.914832 28.540593 29.014141 29.39459 29.026536 1976 -26.7649 -0.842422 -0.84466 -0.852179 -0.849921 -0.852139 1977 10.020276 0.3378192 0.3374087 0.3396471 0.3400603 0.3396525 1978 1103.4495 31.328532 29.809946 30.041674 31.572065 30.065782 1979 681.36839 18.674961 18.253525 18.398278 18.823056 18.405011 1980 -88.58243 -2.572964 -2.589192 -2.622176 -2.605741 -2.621766 1981 959.90271 27.341006 26.117791 26.318998 27.551637 26.338205 1982 1115.6979 32.669049 31.093861 31.272283 32.856508 31.290759 1983 -279.5004 -8.47205 -8.683343 -8.738085 -8.52546 -8.735461 1984 428.99984 12.843262 12.460469 12.653954 13.042691 12.665927 1985 -137.6133 -4.159192 -4.206839 -4.271628 -4.223248 -4.27018 1986 -187.0544 -5.757328 -5.861337 -6.078446 -5.970584 -6.070941 1987 579.80201 15.469391 15.192494 15.330275 15.609683 15.335319 1988 32.293543 1.0906486 1.0862742 1.096348 1.100763 1.096429 1989 -423.9021 -14.22958 -15.12357 -15.191 -14.29304 -15.18328 1990 -633.4208 -17.44077 -18.12998 -18.27845 -17.5836 -18.26742 1991 2817.3585 80.82074 74.284568 74.697553 81.270063 74.773178 1992 1259.9613 33.900101 32.751506 33.030563 34.188944 33.050389 1993 -474.2095 -15.64118 -16.69504 -16.84383 -15.78057 -16.82571 1994 901.52426 24.971063 24.082662 24.204191 25.097076 24.213298 1995 -126.1873 -3.907166 -3.95482 -3.977989 -3.930055 -3.977435 1996 2320.955 65.353959 61.66668 62.281156 66.005176 62.356417 1997 278.89341 9.4390757 9.1408858 9.2603758 9.5624637 9.2682444 1998 2582.7686 81.717706 71.257626 71.870489 82.420532 72.062542 1999 -166.1823 -5.34851 -5.450134 -5.48663 -5.384326 -5.485286 2000 -228.965 -7.232139 -7.406218 -7.455788 -7.280544 -7.453493 2001 1195.6718 40.438697 36.469473 36.624782 40.61091 36.660336 2002 -256.0825 -8.637664 -8.950797 -9.021931 -8.706309 -9.017059 2003 225.87276 7.1150346 6.9813168 7.0280107 7.1626228 7.0298103 2004 -169.0095 -5.480634 -5.558746 -5.664884 -5.585281 -5.661949 2005 -101.736 -3.327001 -3.366901 -3.390451 -3.350271 -3.389898 Part-3b: proc genmod on lq1hgc, multicol fixed 64 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2006 -176.7708 -5.780744 -5.905272 -5.967305 -5.841469 -5.964729 2007 459.25288 15.310647 14.597643 14.714035 15.432724 14.725632 2008 209.96147 6.810708 6.6658403 6.7532732 6.900041 6.7570889 2009 -174.2957 -5.651446 -5.767649 -5.83069 -5.713217 -5.828189 2010 1102.5293 33.609372 31.317359 31.812651 34.140913 31.887129 2011 1452.2466 39.982362 38.450969 38.885677 40.434383 38.92078 2012 -275.1315 -9.22824 -9.573982 -9.634244 -9.286325 -9.629983 2013 785.71692 23.119167 22.13786 22.435498 23.429998 22.462275 2014 -260.3426 -8.766321 -9.07926 -9.133712 -8.818896 -9.130033 2015 282.30408 10.686663 10.2374 10.525738 10.987654 10.551216 2016 1183.5627 30.656123 30.184055 30.738604 31.219345 30.755923 2017 157.07617 5.270892 5.1752007 5.2465635 5.3435743 5.2492082 2018 257.79108 8.6820508 8.4450738 8.4993142 8.7378132 8.5023905 2019 -43.76935 -1.268426 -1.272008 -1.282871 -1.279258 -1.28281 2020 1873.4555 52.115792 49.642274 50.040816 52.534192 50.081343 2021 -88.43529 -2.923823 -2.953325 -2.985057 -2.955238 -2.98443 2022 1018.8471 31.31206 29.599783 29.799983 31.523841 29.823726 2023 1737.4475 44.569578 44.358662 45.052604 45.266819 45.059167 2024 1994.0562 57.538719 53.188211 53.681531 58.072389 53.765082 2025 -350.4202 -10.05524 -10.24489 -10.40853 -10.21585 -10.40257 2026 1977.7367 54.547341 52.199475 52.75997 55.133046 52.811226 2027 1726.1303 46.541026 45.212764 45.723617 47.066887 45.753893 2028 1646.3134 48.026846 44.842664 45.129403 48.333946 45.171417 2029 3060.9682 85.237237 80.095782 80.552271 85.723028 80.612563 2030 140.86616 4.1098482 4.0733804 4.1111808 4.147987 4.1118574 2031 -673.7798 -20.9541 -22.6737 -22.88461 -21.14901 -22.85395 2032 1425.601 42.094745 39.11724 39.488181 42.493921 39.546482 2033 2094.0554 55.710528 53.879128 54.758839 56.620141 54.819138 2034 348.29363 9.5725143 9.4257382 9.5365763 9.6850784 9.5400343 2035 2067.31 67.893029 60.91203 61.208648 68.223643 61.280318 2036 1919.2588 55.243422 52.185434 52.798209 55.892104 52.871648 2037 -13.72012 -0.447924 -0.448618 -0.452137 -0.451437 -0.452126 2038 -890.6125 -24.59876 -25.78851 -26.0057 -24.80593 -25.9862 2039 1942.4545 55.101648 51.88831 52.353168 55.595294 52.412229 2040 -610.5717 -17.26922 -18.05319 -18.28199 -17.48809 -18.26267 2041 267.13463 8.3613397 8.1660339 8.2103958 8.4067626 8.2125371 2042 -73.74399 -2.456715 -2.479226 -2.496357 -2.47369 -2.496048 2043 -24.53264 -0.700415 -0.701506 -0.708537 -0.707436 -0.708516 2044 1.7468944 0.0635614 0.0635442 0.0640232 0.0640406 0.0640234 2045 340.12653 10.818318 10.485527 10.675182 11.013993 10.687296 2046 -186.1666 -5.909679 -6.020604 -6.06657 -5.954798 -6.064898 2047 -460.9888 -14.62628 -15.46279 -15.5587 -14.717 -15.54863 2048 -491.1828 -14.443 -15.0698 -15.22208 -14.58894 -15.20973 2049 377.17215 11.298763 11.013786 11.127051 11.414959 11.132956 2050 2962.266 80.171999 78.965184 79.670252 80.887843 79.691869 2051 -181.5703 -5.330338 -5.405509 -5.506639 -5.430061 -5.503871 2052 1909.7357 56.298469 52.02143 52.434002 56.744962 52.504307 2053 -454.4821 -14.07498 -14.78736 -14.91363 -14.19517 -14.9018 2054 2118.1805 59.228704 55.537227 55.893827 59.609007 55.94263 2055 55.277023 1.7247987 1.7159256 1.7295327 1.7384762 1.7296732 Part-3b: proc genmod on lq1hgc, multicol fixed 65 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2056 35.01149 1.114246 1.1103039 1.1223693 1.1263542 1.1224547 2057 -141.9609 -4.424245 -4.486968 -4.514181 -4.451077 -4.513428 2058 1363.708 45.620264 40.737041 41.142235 46.074029 41.244565 2059 -401.0815 -13.06193 -13.76306 -13.8493 -13.14377 -13.84076 2060 476.15418 14.578093 14.081531 14.230363 14.732173 14.240984 2061 531.50549 18.497462 17.421927 17.635158 18.723858 17.662114 2062 753.28413 24.357645 22.817429 23.004045 24.556857 23.029968 2063 9.4572147 0.2868854 0.2866566 0.2906868 0.2909189 0.2906932 2064 354.77354 11.158372 10.816102 10.90644 11.251569 10.912223 2065 -155.6269 -4.939785 -5.022779 -5.053783 -4.970276 -5.05277 2066 -355.3114 -11.41321 -11.91524 -12.05479 -11.54688 -12.04334 2067 73.608308 2.4385128 2.4185558 2.4362288 2.4563316 2.4365205 2068 -638.2935 -18.43994 -19.37673 -19.73728 -18.78306 -19.70354 2069 39.032151 1.3068597 1.3007191 1.3111869 1.317377 1.3112856 2070 122.56333 3.9519379 3.9023022 3.9366838 3.9867568 3.93756 2071 -104.4052 -3.381832 -3.422088 -3.440065 -3.399597 -3.439645 2072 337.79076 9.9151003 9.6963876 9.8248757 10.046487 9.8306974 2073 -69.3675 -2.363801 -2.385741 -2.404478 -2.382366 -2.404136 2074 1628.5565 49.564684 45.801095 46.499417 50.320388 46.61785 2075 -526.8454 -15.27354 -15.94233 -16.20595 -15.5261 -16.18446 2076 -209.4193 -6.690114 -6.843144 -6.930249 -6.775271 -6.92642 2077 -154.0135 -4.682424 -4.740986 -4.771661 -4.71272 -4.77091 2078 661.67866 20.309719 19.344925 19.638389 20.617819 19.668144 2079 -346.0341 -10.61724 -10.95536 -11.05164 -10.71055 -11.04581 2080 1752.5428 54.146552 49.197113 49.470631 54.447587 49.52824 2081 -6.476409 -0.19259 -0.192687 -0.194893 -0.194795 -0.194891 2082 -607.6803 -16.66736 -17.27475 -17.43427 -16.82127 -17.4233 2083 3007.8665 80.615223 78.311889 79.196758 81.526119 79.249263 2084 662.99424 20.308601 19.349939 19.667221 20.641602 19.699153 2085 548.38383 16.777807 16.136084 16.296388 16.944486 16.309323 2086 1325.0006 35.437599 34.294632 34.759539 35.918001 34.790819 2087 -320.0065 -10.32492 -10.72024 -10.79007 -10.39218 -10.78503 2088 281.75737 8.6592498 8.4808086 8.560696 8.7408181 8.5640766 2089 628.0541 20.1065 19.041258 19.233803 20.309816 19.255825 2090 1041.4335 29.13747 28.051238 28.348085 29.445812 28.371387 2091 89.71518 2.7371305 2.7165019 2.7439622 2.7647994 2.7443788 2092 257.22363 8.1777026 7.9978455 8.0885062 8.2704022 8.0926055 2093 -211.5583 -10.04686 -10.38701 -10.41166 -10.0707 -10.41007 2094 -1302.915 -32.97483 -33.63145 -36.15148 -35.44566 -36.05731 2095 -621.8175 -17.58652 -18.4031 -18.51978 -17.69803 -18.50969 2096 670.54986 19.786252 18.981575 19.168131 19.980716 19.184198 2097 -348.1162 -10.35286 -10.67071 -10.86222 -10.53867 -10.85107 2098 1792.4028 52.555182 49.770493 50.188841 52.996937 50.236741 2099 -21.9572 -0.716634 -0.718358 -0.72242 -0.720686 -0.722401 2100 -265.0978 -7.976719 -8.167399 -8.222934 -8.030957 -8.220379 2101 1541.6775 42.894817 42.026795 42.349957 43.224653 42.36339 2102 -459.2206 -14.05898 -14.45789 -14.5907 -14.18812 -14.58351 2103 1894.2054 55.264013 53.27973 53.769009 55.771515 53.80595 2104 -233.2578 -7.461004 -7.654087 -7.722052 -7.527254 -7.71868 2105 -320.8348 -10.38403 -10.80186 -10.9181 -10.49578 -10.90933 Part-3b: proc genmod on lq1hgc, multicol fixed 66 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2106 31.666833 1.0423341 1.0386852 1.0568638 1.0605766 1.0569907 2107 -354.7964 -11.20022 -11.65854 -11.72022 -11.25947 -11.71547 2108 373.85839 12.945939 12.37971 12.441969 13.011046 12.447779 2109 855.26176 22.807109 22.263983 22.541164 23.091051 22.554764 2110 -322.4648 -10.06255 -10.41401 -10.49281 -10.13869 -10.4876 2111 234.08997 7.5296708 7.3636839 7.389413 7.5559798 7.3905839 2112 289.77918 9.1657655 8.9262436 8.9946063 9.2359625 8.9983094 2113 -573.3984 -18.01781 -19.32153 -19.45647 -18.14364 -19.43893 2114 261.17325 9.0342222 8.7705668 8.8353791 9.1009829 8.8393189 2115 744.74959 24.845812 23.182547 23.340568 25.01517 23.363965 2116 285.8645 9.6758578 9.3811544 9.4730378 9.7706276 9.4788712 2117 -205.9967 -6.26096 -6.379831 -6.437868 -6.317916 -6.435735 2118 899.36834 28.564391 26.615472 26.812123 28.775442 26.841851 2119 -291.5089 -10.09238 -10.50345 -10.60474 -10.18971 -10.59701 2120 -563.4881 -17.58858 -18.69047 -18.87009 -17.75761 -18.84962 2121 -468.5571 -14.99542 -15.74592 -15.95375 -15.19334 -15.93452 2122 -362.2577 -12.18512 -12.82177 -12.88259 -12.24292 -12.87671 2123 -398.3882 -12.57123 -13.13742 -13.25761 -12.68624 -13.24752 2124 102.9141 3.5245735 3.4800262 3.5086664 3.5535803 3.5094012 2125 284.49745 9.2362194 8.9762862 9.0161655 9.2772536 9.0185031 2126 -262.756 -8.685688 -8.977958 -9.031141 -8.737139 -9.027744 2127 590.47141 16.532935 16.126618 16.253371 16.662882 16.259812 2128 -1212.579 -33.8568 -36.79456 -37.09705 -34.13514 -37.05084 2129 -952.7809 -27.54009 -29.76676 -30.07011 -27.82075 -30.02661 2130 -642.0581 -18.51513 -19.52183 -19.64019 -18.62738 -19.62833 2131 873.15498 25.391332 24.297551 24.580916 25.687454 24.606838 2132 -770.7702 -22.184 -23.70069 -24.06641 -22.52632 -24.02141 2133 -645.0401 -17.27392 -17.82385 -18.02197 -17.46594 -18.01 2134 -893.7883 -23.91918 -25.07483 -25.36921 -24.19999 -25.34284 2135 1933.0462 50.366937 49.471886 50.15082 51.058154 50.175435 2136 -1046.125 -27.4086 -28.69391 -29.16443 -27.85804 -29.12352 2137 -44.64883 -1.4108 -1.41719 -1.427346 -1.420911 -1.427255 2138 176.3 4.5387436 4.523725 4.8035074 4.8194548 4.8053137 2139 -152.2587 -4.696263 -4.764982 -4.802381 -4.733122 -4.801314 2140 -815.1748 -23.21155 -24.69059 -24.90836 -23.41628 -24.88315 2141 948.28993 29.253465 27.701044 28.010151 29.579895 28.045548 2142 111.07618 3.1163392 3.0973974 3.142123 3.1613383 3.1426677 2143 117.44828 3.4796679 3.4497585 3.4704673 3.5005563 3.4708269 2144 -1138.254 -31.11007 -33.69785 -34.28495 -31.65208 -34.19888 2145 -496.5928 -14.8003 -15.45963 -15.71591 -15.04565 -15.69467 2146 485.11327 15.148531 14.608653 14.713237 15.25698 14.72108 2147 558.32295 46.739958 45.237064 45.301562 46.806599 45.305915 2148 -400.2686 -12.48021 -13.01601 -13.08592 -12.54725 -13.0803 2149 1483.6975 43.320646 40.595335 41.152507 43.915222 41.229233 2150 -875.0468 -23.44445 -24.55767 -24.86534 -23.73817 -24.83824 2151 -438.8529 -12.40536 -12.75092 -12.88461 -12.53543 -12.8775 2152 30.723726 0.8593198 0.8578664 0.8617605 0.8632205 0.8617737 2153 138.93322 4.0104423 3.974832 4.0060768 4.0419671 4.006637 2154 -294.7059 -8.853276 -9.063493 -9.130777 -8.919 -9.127703 2155 -750.3505 -20.1632 -20.96727 -21.18825 -20.3757 -21.1717 Part-3b: proc genmod on lq1hgc, multicol fixed 67 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2156 117.96296 3.0511639 3.0491806 3.2942772 3.2964199 3.2945842 2157 -659.7153 -19.31867 -20.43166 -20.51664 -19.39902 -20.50765 2158 -311.4308 -8.714631 -8.882909 -8.95271 -8.78311 -8.950101 2159 -438.3985 -12.06561 -12.37132 -12.49458 -12.18583 -12.48859 2160 -714.1653 -20.99977 -22.4644 -22.58112 -21.10888 -22.56643 2161 -552.2934 -15.49674 -16.08743 -16.23363 -15.63757 -16.22313 2162 -715.8617 -21.06557 -22.45742 -22.57443 -21.17533 -22.56041 2163 -255.4663 -7.883555 -8.067085 -8.138237 -7.953088 -8.135049 2164 121.6592 3.7464418 3.7131999 3.7445739 3.7780967 3.7451357 2165 1177.372 32.495447 31.143041 31.544022 32.91384 31.579357 2166 417.89102 12.154408 11.844893 11.920537 12.232028 11.924528 2167 -728.5016 -21.7603 -23.45708 -23.81352 -22.09097 -23.76414 2168 -735.539 -19.82835 -20.62242 -20.86489 -20.06148 -20.84668 2169 -661.236 -18.41548 -19.24963 -19.50035 -18.65534 -19.47922 2170 1975.1771 57.932603 53.597955 53.997267 58.364209 54.064176 2171 1256.3605 35.359217 33.590342 33.965137 35.753749 34.005403 2172 172.8453 5.426296 5.3523818 5.3797891 5.4540818 5.3805493 2173 -157.378 -4.713905 -4.773451 -4.841347 -4.780954 -4.839675 2174 -409.3747 -12.11925 -12.53294 -12.6146 -12.19822 -12.60932 2175 -346.532 -10.69362 -11.04469 -11.13728 -10.78327 -11.13151 2176 -198.915 -5.693824 -5.771263 -5.823745 -5.745601 -5.822352 2177 1831.5844 53.136088 49.162345 49.514907 53.517147 49.573958 2178 -508.7723 -13.74583 -13.97831 -22.31843 -21.94725 -22.0936 2179 74.95428 3.3052387 3.2626174 3.2726575 3.3154099 3.2729211 2180 -23.91534 -0.701721 -0.702951 -0.708109 -0.70687 -0.708091 2181 -73.24383 -2.123613 -2.133782 -2.16998 -2.159639 -2.169638 2182 -742.7782 -22.03054 -23.72944 -23.9046 -22.19315 -23.88049 2183 455.72581 14.838614 14.222562 14.451532 15.077502 14.471623 2184 865.05393 28.221271 26.330763 26.520432 28.424558 26.54853 2185 -786.3482 -22.09405 -23.42598 -23.71743 -22.36893 -23.6854 2186 736.36754 23.201502 21.934569 22.204508 23.487032 22.236373 2187 368.19305 10.951222 10.690065 10.746038 11.008562 10.748799 2188 272.31154 8.5091201 8.308126 8.3571368 8.5593165 8.3595295 2189 -327.9989 -9.426916 -9.653519 -9.727378 -9.499041 -9.723964 2190 -492.3777 -13.49567 -13.8753 -14.04157 -13.65739 -14.03265 2191 -351.9391 -10.69762 -11.02855 -11.13579 -10.80165 -11.12948 2192 -600.2889 -16.92661 -17.60165 -17.75414 -17.07326 -17.74272 2193 -542.5334 -15.88575 -16.6469 -16.88612 -16.11404 -16.86488 2194 668.61873 19.901821 19.112632 19.362735 20.162251 19.383668 2195 237.92901 7.4851247 7.3311769 7.4037021 7.5591728 7.4067642 2196 211.32311 6.3525489 6.256251 6.3176081 6.4148505 6.319502 2197 264.04115 8.0443767 7.894493 7.956124 8.1071778 7.958477 2198 1073.9836 31.852227 29.952718 30.133052 32.043998 30.15657 2199 -140.9615 -3.966335 -4.000185 -4.033499 -3.999367 -4.03294 2200 922.716 28.239953 26.60947 26.937112 28.587671 26.978211 2201 36.613089 1.0944406 1.0913019 1.1021418 1.1053117 1.102204 2202 -100.8905 -3.171438 -3.202699 -3.218881 -3.187462 -3.218568 2203 -423.8669 -12.59469 -13.07825 -13.23967 -12.75015 -13.22802 2204 185.24719 5.7365412 5.644826 5.7126733 5.8054909 5.7148823 2205 -504.4278 -14.97188 -15.59159 -15.72234 -15.09744 -15.7122 Part-3b: proc genmod on lq1hgc, multicol fixed 68 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2206 367.40845 9.509864 9.4944942 10.047353 10.063618 10.049095 2207 69.180896 2.2437873 2.2283789 2.248292 2.2638381 2.2485671 2208 316.08286 9.4327957 9.2470833 9.3225022 9.5097293 9.325549 2209 471.01086 13.07559 12.827548 12.948523 13.198904 12.953224 2210 1190.7313 34.660382 32.628717 32.942027 34.993201 32.982043 2211 -930.9843 -26.79625 -28.58692 -28.82144 -27.01607 -28.79308 2212 -669.4977 -19.09651 -20.12311 -20.23904 -19.20653 -20.22754 2213 -53.34457 -1.575872 -1.582303 -1.590802 -1.584336 -1.590733 2214 -108.1309 -3.173261 -3.197577 -3.224297 -3.199778 -3.223894 2215 331.24204 9.6534385 9.4652265 9.5427442 9.7324976 9.5458446 2216 295.41309 8.0793974 7.976607 8.2088988 8.3146825 8.2148368 2217 386.93681 10.988689 10.758728 10.879041 11.111574 10.884209 2218 582.62311 17.244445 16.650111 16.826538 17.427169 16.839286 2219 -221.1573 -6.847826 -6.993445 -7.05565 -6.908736 -7.053097 2220 -1208.876 -32.07151 -33.15084 -35.10077 -33.95795 -34.97913 2221 -164.3823 -4.750614 -4.802336 -4.837048 -4.784952 -4.836307 2222 -537.8522 -15.56397 -16.25578 -16.46354 -15.76289 -16.44633 2223 -304.541 -8.972031 -9.198186 -9.257008 -9.029406 -9.25416 2224 860.28201 25.806245 24.433233 24.685169 26.072338 24.714114 2225 -572.1719 -16.65718 -17.43026 -17.55982 -16.78099 -17.54862 2226 -700.5816 -20.47493 -21.63919 -21.89537 -20.71733 -21.86868 2227 -241.8653 -7.375476 -7.5368 -7.581936 -7.419646 -7.58003 2228 -664.7636 -19.63633 -20.8387 -20.95599 -19.74686 -20.94288 2229 1533.7971 47.968499 43.706409 43.983149 48.272225 44.039539 2230 -557.2283 -15.98648 -16.64171 -16.87156 -16.20729 -16.85393 2231 1820.0852 58.378989 51.805307 52.167584 58.787237 52.264928 2232 -137.4493 -4.116921 -4.162 -4.190693 -4.145304 -4.190077 2233 -522.8154 -15.33403 -16.04237 -16.13958 -15.42694 -16.13121 2234 -274.0983 -7.869928 -8.024058 -8.075971 -7.920843 -8.074002 2235 -491.9341 -14.32346 -14.91459 -15.02431 -14.42883 -15.01581 2236 842.3532 25.575138 24.433606 24.618431 25.768597 24.636032 2237 -403.7215 -11.88821 -12.30029 -12.35612 -11.94217 -12.35245 2238 86.005101 2.7755243 2.754786 2.7732732 2.7941507 2.7735516 2239 438.1942 13.141243 12.739296 13.062285 13.474422 13.082716 2240 -246.1373 -6.682909 -6.751337 -7.418039 -7.342855 -7.405186 2241 -410.4318 -11.66585 -12.00521 -12.10612 -11.7639 -12.10051 2242 -469.8575 -13.93233 -14.49708 -14.66163 -14.09046 -14.64912 2243 -342.9404 -9.904306 -10.14364 -10.2808 -10.03823 -10.27445 2244 -371.458 -10.58802 -10.78806 -10.86089 -10.6595 -10.85822 2245 -325.4369 -10.9714 -11.49488 -11.573 -11.04596 -11.56606 2246 731.00376 21.146414 20.549553 20.858822 21.464666 20.876905 2247 34.88033 1.030233 1.0275682 1.0341189 1.0368007 1.0341528 2248 -1156.871 -30.06297 -30.96422 -34.96431 -33.94664 -34.7473 2249 -289.059 -7.691753 -7.781852 -7.867958 -7.776862 -7.865986 2250 -808.9927 -21.84311 -22.84809 -23.22284 -22.20137 -23.19083 2251 -287.6107 -9.683455 -10.04453 -10.16844 -9.802909 -10.15974 2252 -423.531 -13.28475 -13.93739 -14.0285 -13.37159 -14.02019 2253 -92.97821 -2.619373 -2.632678 -2.659218 -2.645779 -2.658951 2254 -360.7828 -9.518451 -9.521435 -9.829171 -9.82609 -9.828981 2255 -175.5666 -5.957175 -6.098462 -6.155092 -6.012493 -6.15251 Part-3b: proc genmod on lq1hgc, multicol fixed 69 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2256 -150.912 -4.77093 -4.84443 -4.890404 -4.816206 -4.889025 2257 451.91504 13.710476 13.258344 13.411404 13.868757 13.421957 2258 486.37996 15.322976 14.701576 14.803328 15.429029 14.812079 2259 -160.2882 -5.237721 -5.335785 -5.375718 -5.27692 -5.374269 2260 872.62311 29.043081 26.798695 26.976661 29.235951 27.007598 2261 516.39165 16.270604 15.604128 15.739256 16.411502 15.75099 2262 -143.5367 -4.658674 -4.731347 -4.761913 -4.688771 -4.760984 2263 103.86319 2.7485134 2.7390949 2.7784599 2.7880138 2.7787292 2264 -341.355 -10.15831 -10.46425 -10.54514 -10.23684 -10.5405 2265 -388.2338 -12.51099 -13.13015 -13.2475 -12.6228 -13.23674 2266 -56.37612 -1.773912 -1.783552 -1.807316 -1.797548 -1.807062 2267 601.45756 19.138222 18.179269 18.474002 19.448501 18.505634 2268 -78.09356 -2.563787 -2.585919 -2.609864 -2.587526 -2.609458 2269 -79.67819 -2.50645 -2.526639 -2.55085 -2.530467 -2.550466 2270 735.12393 24.383739 22.746122 22.995591 24.651168 23.032574 2271 -219.4495 -7.133466 -7.31753 -7.375074 -7.189562 -7.372226 2272 22.738134 0.7297043 0.7279675 0.7407517 0.742519 0.7408123 2273 26.789823 0.9173944 0.9144693 0.9204209 0.9233651 0.9204589 2274 -656.2063 -18.59712 -19.45763 -19.69862 -18.82746 -19.67789 2275 674.28374 23.416899 21.781578 21.902619 23.547028 21.921416 2276 189.80309 6.4592794 6.3211969 6.3648543 6.5038904 6.3667755 2277 -242.3449 -7.904919 -8.143291 -8.250477 -8.008968 -8.244332 2278 -280.2894 -7.998195 -8.153205 -8.217152 -8.060928 -8.214753 2279 1349.633 40.420718 37.478819 38.014112 40.998028 38.100733 2280 1110.7004 36.145173 33.037737 33.230616 36.356193 33.268474 2281 919.18796 26.508068 25.277469 25.391172 26.627307 25.402485 2282 -66.79271 -2.071213 -2.084361 -2.102665 -2.089402 -2.102436 2283 20.005293 0.6639748 0.6624553 0.6686101 0.6701438 0.6686382 2284 -401.9212 -12.59817 -13.17777 -13.44544 -12.85407 -13.42262 2285 -674.0456 -20.25631 -21.56143 -21.85828 -20.5352 -21.82364 2286 -269.9912 -9.079175 -9.415312 -9.477984 -9.139609 -9.473603 2287 66.857914 2.0377342 2.0262459 2.0545694 2.0662183 2.0548893 2288 22.986327 0.6991696 0.697805 0.7035632 0.7049391 0.7035856 2289 -597.066 -16.03748 -16.43802 -17.1528 -16.73484 -17.11907 2290 157.6932 5.4559509 5.3522492 5.3966289 5.5011904 5.3983579 2291 -444.8162 -14.50432 -15.36382 -15.68652 -14.80896 -15.65175 2292 275.13852 8.9772642 8.7360252 8.8287614 9.0725611 8.833925 2293 -50.43522 -1.75815 -1.770507 -1.782736 -1.770294 -1.782566 2294 -1154.806 -32.65279 -35.61466 -36.03224 -33.03564 -35.966 2295 -574.094 -17.3776 -18.43549 -18.5901 -17.52334 -18.57293 2296 -202.109 -6.522841 -6.666493 -6.726525 -6.581579 -6.723976 2297 134.4886 4.2075099 4.1558043 4.1768402 4.2288075 4.1773655 2298 -29.20288 -0.954527 -0.957708 -0.965754 -0.962546 -0.965701 2299 74.908369 2.4344842 2.4155594 2.4364337 2.455522 2.4367606 2300 -147.8852 -4.964254 -5.058428 -5.092266 -4.997462 -5.091021 2301 -151.9659 -5.252753 -5.351049 -5.418464 -5.318929 -5.416024 2302 71.639358 2.3281933 2.3102792 2.3236012 2.3416186 2.323808 2303 -89.45809 -2.77047 -2.794106 -2.810724 -2.786948 -2.810445 2304 -561.8299 -17.04082 -18.0107 -18.19561 -17.21576 -18.17632 2305 57.880267 1.7767384 1.7686492 1.7812911 1.7894382 1.7814066 Part-3b: proc genmod on lq1hgc, multicol fixed 70 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2306 -349.512 -11.28033 -11.77628 -11.84176 -11.34306 -11.83638 2307 -46.23223 -1.488418 -1.495908 -1.504862 -1.497327 -1.504773 2308 -393.1935 -12.87819 -13.56836 -13.72786 -13.02957 -13.71213 2309 -389.659 -14.365 -15.25575 -15.32724 -14.43232 -15.31916 2310 3094.7762 91.657609 86.977124 88.447316 93.206917 88.608307 2311 -336.4276 -9.603499 -9.831976 -9.947037 -9.715886 -9.941781 2312 121.61359 3.9829765 3.9322199 3.9672456 4.0184543 3.9681515 2313 195.48503 6.7434692 6.5800222 6.6215977 6.7860773 6.6236819 2314 -956.0466 -25.01773 -26.03229 -26.43641 -25.4061 -26.40574 2315 1908.1325 50.187956 48.9171 59.120107 60.656035 59.608778 2316 -369.2716 -11.90603 -12.44333 -12.52816 -11.98721 -12.52102 2317 1241.9893 33.182548 32.461792 32.759326 33.486689 32.772622 2318 -588.3229 -17.09643 -17.96572 -18.15929 -17.28064 -18.1411 2319 -540.5634 -16.38387 -17.21744 -17.37251 -16.53143 -17.35791 2320 -530.5151 -15.07324 -15.66549 -15.91288 -15.31128 -15.89466 2321 -509.1793 -16.19382 -17.2536 -17.39135 -16.3231 -17.37501 2322 3.8068309 0.1035575 0.1035396 0.1053887 0.1054069 0.1053894 2323 -410.4678 -12.25628 -12.63381 -12.74112 -12.36038 -12.73483 2324 -775.4698 -22.06983 -23.48948 -23.80959 -22.37059 -23.77229 2325 -615.3823 -19.07636 -20.37054 -20.5335 -19.22896 -20.51352 2326 224.7302 7.1691302 7.0159352 7.2391194 7.3971877 7.248814 2327 -292.4425 -9.110217 -9.392993 -9.510787 -9.224464 -9.503842 2328 -105.4749 -3.264682 -3.297649 -3.338245 -3.304872 -3.337442 2329 114.67658 3.6447538 3.6039575 3.6437782 3.6850251 3.6446797 2330 -609.0492 -17.44998 -18.30447 -18.47071 -17.60846 -18.45561 2331 -275.1597 -7.689308 -7.852182 -7.941749 -7.777017 -7.938092 2332 298.16296 9.9172074 9.611426 9.6546382 9.9617943 9.6574248 2333 -413.2849 -12.24524 -12.69522 -12.7755 -12.32267 -12.76992 2334 -280.0831 -9.425977 -9.801376 -9.900879 -9.52167 -9.893438 2335 -312.3049 -9.4921 -9.763724 -9.857093 -9.582871 -9.851993 2336 -438.6301 -14.0926 -14.89143 -15.02545 -14.21943 -15.01151 2337 -417.3166 -13.47593 -14.18472 -14.59609 -13.86674 -14.55651 2338 -790.8759 -21.86751 -23.05349 -23.25669 -22.06026 -23.2364 2339 -1100.807 -29.41493 -31.29647 -31.77537 -29.86504 -31.71989 2340 -34.11093 -1.134182 -1.138876 -1.15055 -1.145808 -1.150454 2341 -280.97 -9.175224 -9.503368 -9.556854 -9.226863 -9.553234 2342 -333.3332 -10.91447 -11.36251 -11.49331 -11.04011 -11.48325 2343 223.68255 6.9983561 6.8596612 6.8891574 7.0284486 6.8903595 2344 -87.85849 -2.829574 -2.856196 -2.899846 -2.872817 -2.899042 2345 -219.6053 -7.439571 -7.670077 -7.723249 -7.491146 -7.720111 2346 -148.0234 -5.234728 -5.353644 -5.394867 -5.275035 -5.393062 2347 94.680922 3.5959837 3.5399863 3.5645205 3.620906 3.5653 2348 -5.82992 -0.194936 -0.195071 -0.195829 -0.195694 -0.195828 2349 118.03719 3.8029036 3.7569573 3.8013442 3.8478334 3.80243 2350 -585.2965 -18.7834 -20.13181 -20.23134 -18.87627 -20.21848 2351 -342.0213 -9.974933 -10.22964 -10.371 -10.11278 -10.3641 2352 -126.0535 -4.187664 -4.247593 -4.274735 -4.214423 -4.273976 2353 -235.3571 -7.543918 -7.742772 -7.883669 -7.681197 -7.876585 2354 270.88222 8.8040565 8.56611 8.7216333 8.9638998 8.730311 2355 -391.933 -12.29244 -12.82099 -12.91876 -12.38617 -12.91089 Part-3b: proc genmod on lq1hgc, multicol fixed 71 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2356 -74.0617 -2.303094 -2.318852 -2.333569 -2.31771 -2.33337 2357 -336.8865 -10.03496 -10.29906 -10.45736 -10.1892 -10.4494 2358 173.36685 5.272696 5.2026107 5.2302169 5.3006741 5.2309637 2359 329.87313 9.9330326 9.6923702 9.7641115 10.006555 9.7677045 2360 -61.9336 -1.903236 -1.914012 -1.924439 -1.913605 -1.924323 2361 -166.0469 -5.059688 -5.136784 -5.162451 -5.084971 -5.161688 2362 17.761998 0.6296056 0.6280542 0.6363408 0.6379126 0.6363815 2363 -359.205 -11.6999 -12.23273 -12.31937 -11.78276 -12.31201 2364 -653.6853 -20.56584 -22.19999 -22.45907 -20.80585 -22.42251 2365 -102.6411 -3.126334 -3.155027 -3.195446 -3.166385 -3.194718 2366 1483.7044 46.941275 42.672393 43.150892 47.467642 43.250745 2367 -374.168 -11.8566 -12.38111 -12.52423 -11.99366 -12.51242 2368 -236.0618 -7.469001 -7.656256 -7.700165 -7.511836 -7.698049 2369 -194.4686 -7.039188 -7.271955 -7.403377 -7.166403 -7.395168 2370 -375.0502 -11.9139 -12.44779 -12.51933 -11.98237 -12.51334 2371 -308.9189 -9.513667 -9.81286 -9.925751 -9.623116 -9.919008 2372 -344.8661 -10.89646 -11.31307 -11.37244 -10.95364 -11.36816 2373 -451.0732 -13.66094 -14.24973 -14.40417 -13.809 -14.39173 2374 80.273932 2.2941537 2.2861087 2.3362154 2.3444367 2.3365648 2375 109.08746 3.5887807 3.5468985 3.584574 3.6269011 3.5854642 2376 -65.79877 -2.360955 -2.384884 -2.402732 -2.378624 -2.402377 2377 -239.5793 -7.232482 -7.381673 -7.449995 -7.299424 -7.447274 2378 -449.2423 -14.32518 -15.07326 -15.21847 -14.46319 -15.20448 2379 -598.3879 -18.26306 -19.42648 -19.80439 -18.61835 -19.76085 2380 -653.5722 -17.9818 -18.71648 -18.89947 -18.1576 -18.88544 2381 -575.9434 -17.49176 -18.57836 -18.81438 -17.71397 -18.78773 2382 -181.9145 -6.142126 -6.290888 -6.351277 -6.201087 -6.348467 2383 -3.468579 -0.106348 -0.106381 -0.108283 -0.108249 -0.108282 2384 227.79296 6.8789034 6.7647034 6.8023654 6.9172012 6.8036441 2385 -614.8439 -18.28323 -19.33374 -19.45726 -18.40005 -19.44424 2386 471.53607 13.668353 13.288405 13.931539 14.329876 13.967934 2387 243.74556 8.5073699 8.2669515 8.3115104 8.5532246 8.3141323 2388 -914.253 -24.69697 -26.04346 -26.28037 -24.92164 -26.25661 2389 -267.9037 -8.64423 -8.903982 -8.935738 -8.67506 -8.933916 2390 -518.8187 -16.09719 -17.06474 -17.2174 -16.24119 -17.20064 2391 -634.245 -17.69548 -18.46555 -18.61367 -17.83743 -18.60162 2392 -412.2523 -12.45635 -12.95796 -13.08001 -12.57368 -13.07079 2393 -599.5591 -17.36124 -18.24743 -18.36394 -17.47209 -18.35293 2394 -735.3637 -20.36581 -21.38166 -21.56801 -20.5433 -21.55079 2395 -887.3518 -25.35346 -27.21752 -27.52931 -25.6439 -27.48827 2396 -385.9917 -11.7906 -12.23135 -12.38821 -11.9418 -12.37717 2397 87.784449 2.9166175 2.8871646 2.9014828 2.9310817 2.9017756 2398 8.316666 0.2585102 0.258318 0.2596881 0.2598813 0.2596902 2399 -251.4759 -7.685959 -7.871845 -8.014104 -7.824858 -8.007521 2400 565.96913 19.204127 18.186971 18.334187 19.359575 18.351038 2401 -383.0762 -12.22639 -12.7554 -12.82773 -12.29572 -12.82187 2402 -581.9132 -18.04428 -19.29721 -19.40023 -18.14061 -19.38732 2403 618.70499 18.827317 18.008774 18.410584 19.24739 18.447496 2404 -411.7824 -12.06968 -12.48775 -12.55557 -12.13523 -12.55112 2405 -330.7733 -9.925939 -10.19276 -10.32331 -10.05307 -10.31661 Part-3b: proc genmod on lq1hgc, multicol fixed 72 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2406 -979.4 -27.638 -29.97558 -30.34552 -27.97908 -30.29036 2407 -372.8364 -11.43322 -11.87106 -12.09012 -11.64421 -12.0744 2408 1241.3161 65.386589 65.670149 65.795958 65.511854 65.794875 2409 -56.08336 -1.685067 -1.692892 -1.70484 -1.696959 -1.70473 2410 -273.2035 -8.033383 -8.211168 -8.304321 -8.124519 -8.300352 2411 -1106.264 -29.80174 -31.57783 -31.9991 -30.19931 -31.95332 2412 -510.3163 -14.98213 -15.65758 -16.01529 -15.3244 -15.9854 2413 -521.8427 -14.19526 -14.54437 -14.9204 -14.56226 -14.90278 2414 -726.7804 -20.98886 -22.34172 -22.59089 -21.22295 -22.56177 2415 30.932175 0.8972527 0.895368 0.9010754 0.9029721 0.9010994 2416 -493.9508 -14.20778 -14.75847 -14.90013 -14.34415 -14.8898 2417 -694.2649 -20.226 -21.5162 -21.64762 -20.34954 -21.63237 2418 -197.1693 -5.784994 -5.873839 -5.929134 -5.839453 -5.927482 2419 -828.6695 -24.01969 -25.78644 -25.97338 -24.19383 -25.94872 2420 -527.9528 -14.79273 -15.27343 -15.37316 -14.88932 -15.367 2421 124.71498 3.9674934 3.9192111 3.9382367 3.9867534 3.9387072 2422 752.98848 21.310888 20.547244 20.898635 21.675339 20.924999 2423 210.57279 6.0292431 5.9533186 6.0047365 6.0813168 6.0060506 2424 -517.1372 -14.30919 -14.7671 -14.88636 -14.42475 -14.87911 2425 -136.5566 -4.289541 -4.349781 -4.394237 -4.333381 -4.39302 2426 -432.5724 -13.61594 -14.31245 -14.44917 -13.74601 -14.43624 2427 248.33522 7.0660427 6.965927 7.0641359 7.1656631 7.0669588 2428 -440.9198 -13.96343 -14.68541 -14.84366 -14.1139 -14.82855 2429 -191.7343 -5.834024 -5.932176 -5.990804 -5.891681 -5.988889 2430 -737.6329 -21.61195 -23.15542 -23.63126 -22.05607 -23.57048 2431 53.646427 1.5117518 1.5071051 1.524263 1.5289626 1.5243683 2432 212.86198 6.7452123 6.6113738 6.6758673 6.8110114 6.6784916 2433 -109.352 -3.158494 -3.180852 -3.20632 -3.183783 -3.205965 2434 -946.4016 -27.25442 -29.58033 -29.94437 -27.58984 -29.88966 2435 50.593352 1.9240626 1.9073033 53.183161 53.650479 53.64988 2436 -549.0312 -16.05379 -16.78043 -16.92519 -16.19228 -16.91297 2437 333.77995 9.2675201 9.1201721 9.2943327 9.4444945 9.2999509 2438 -656.4682 -19.0891 -20.05202 -20.39153 -19.41231 -20.35995 2439 -1129.185 -29.87516 -31.6524 -32.10657 -30.30383 -32.05731 2440 -299.2044 -8.937848 -9.174128 -9.774889 -9.523137 -9.745236 2441 -96.35227 -3.251504 -3.291479 -3.334074 -3.293582 -3.333052 2442 439.21691 13.063764 12.700298 12.857326 13.225286 12.866383 2443 -387.4308 -12.56583 -13.18121 -13.29176 -12.67122 -13.28172 2444 191.12721 6.0261976 5.9199802 5.9838511 6.0912145 5.9861508 2445 -412.2772 -12.2154 -12.66301 -12.81827 -12.36517 -12.80754 2446 177.13439 6.5440326 6.3747734 6.4244608 6.5950392 6.4271235 2447 -150.6686 -4.887968 -4.974118 -5.020089 -4.933143 -5.018517 2448 -217.7109 -6.703191 -6.832676 -6.949983 -6.818275 -6.945615 2449 84.528872 2.6780598 2.656805 2.6884921 2.7100005 2.6889981 2450 -333.2905 -10.3918 -10.75215 -10.8434 -10.47999 -10.83741 2451 -211.9792 -7.36095 -7.593885 -7.65088 -7.416197 -7.647449 2452 972.10556 30.296442 28.339609 28.729257 30.712996 28.784495 2453 -67.07609 -1.987041 -1.997424 -2.038911 -2.028313 -2.038486 2454 149.21886 4.8487584 4.7733521 4.8904011 4.9676565 4.8940825 2455 47.931479 1.5045289 1.4976432 1.5108535 1.5178 1.5109747 Part-3b: proc genmod on lq1hgc, multicol fixed 73 14:15 Monday, August 19, 2002 The GENMOD Procedure Observation Statistics Observation Resraw Reschi Resdev StResdev StReschi Reslik 2456 -150.0294 -4.544838 -4.605452 -4.670202 -4.608737 -4.668521 2457 511.80458 16.751621 15.94511 16.095338 16.909448 16.110839 2458 1119.5888 39.404622 35.173058 35.624927 39.910854 35.739279 2459 238.13964 7.6287944 7.4543017 7.5471964 7.7238635 7.551568 2460 296.35604 10.878615 10.421864 10.574327 11.037759 10.587876 2461 -206.5708 -7.137292 -7.358394 -7.46402 -7.239745 -7.45781 2462 65.654931 2.0963644 2.0824504 2.09556 2.1095616 2.0957352 2463 -165.7356 -5.4656 -5.575397 -5.636634 -5.52563 -5.634258 2464 -201.1691 -6.518991 -6.670068 -6.719841 -6.567637 -6.71762 2465 63.318149 2.1249118 2.1087557 2.1222826 2.1385423 2.12249 2466 215.60151 6.9768021 6.8259763 6.8684572 7.0202217 6.8703491 2467 -320.4407 -10.3999 -10.82226 -11.19011 -10.75339 -11.16239 2468 139.72892 4.9514773 4.8584616 4.9210606 5.0152748 4.9234645 2469 243.0601 8.5453571 8.2782625 8.3792043 8.6495557 8.3857806 2470 -13.45987 -0.441126 -0.44176 -0.745577 -0.744506 -0.744882 2471 -424.4131 -11.3939 -11.58147 -14.70128 -14.46319 -14.61141 2472 -77.18394 -2.55444 -2.578425 -2.613865 -2.589551 -2.613213 2473 -211.8838 -6.887057 -7.063747 -7.223876 -7.043181 -7.216049 2474 477.59591 13.753777 13.409309 13.556124 13.904364 13.56372 2475 -724.5586 -21.49123 -23.09358 -23.26259 -21.64851 -23.24002 2476 456.49099 16.403717 15.482806 15.959493 16.908758 16.016911 2477 -327.9278 -10.06118 -10.3943 -10.49218 -10.15592 -10.48603 2478 -127.3418 -4.077997 -4.133294 -4.187212 -4.131194 -4.185788 /****************************************/ /* SASFILE: 20020816_lq1hgc.sas *****************/ /* Do a model inputs: deal with these files in /hda6/DSC/ (libname dsc): drf5n_ds.sas7bdat 3456 obs of 26 vars drf5n_gc_lq1hgc.sas7bdat 2747 obs of 101 vars drf5n_gc_lx1hgc_nc.sas7bdat 3580 obs of 460 vars drf5n_gc_vd1hxa_lot.sas7bdat 3580 obs of 472 vars drf5n_qc_ho1hgc.sas7bdat 63747 obs of 59 vars drf5n_teg.sas7bdat 727550 obs of 12 vars Outputs: work.lq1hgc 2478 x 123 work.lx1hgc 2628 x 482 work.vd1hxa 2628 x 494 work.ho1hgc 60522 x 81 Filter first in the pre-fuse data: process=S1P1 */ options ls=78 noovp; /* libname dsc "/d8/drf5n_big/DSC"; on mug*/ libname dsc "/hda6/DSC"; /* on mug2 */ run; /* deal with these files in /hda6/DSC/ : drf5n_ds.sas7bdat 3456 obs of 26 vars drf5n_gc_lq1hgc.sas7bdat 2747 obs of 101 vars drf5n_gc_lx1hgc_nc.sas7bdat 3580 obs of 460 vars drf5n_gc_vd1hxa_lot.sas7bdat 3580 obs of 472 vars drf5n_qc_ho1hgc.sas7bdat 63747 obs of 59 vars drf5n_teg.sas7bdat 727550 obs of 12 vars */ proc sql; create table lq1hgc as select * from dsc.drf5n_ds, dsc.drf5n_gc_lq1hgc where drf5n_ds.lot=drf5n_gc_lq1hgc.lot order by lot; quit; title 'Part 1a: DS joined with GC lq1hgc'; proc contents data=lq1hgc; run; title 'Part 1b: DS joined with GC lq1hgc'; proc means data=lq1hgc; run; /* title 'Part 1c: DS joined with GC lq1hgc'; proc print data=lq1hgc; run; /* */ /* getting the numeric vars in emacs: M-| grep Num |awk '{print $2}'|sort |tr '\n' ' ' M-q ;;; to fill-paragraph M-x append-to-buffer dscVars */ /* Numeric variables in lq1hgc QE001 QE002 QE003 QE004 QE005 QE006 QE007 QE008 QE009 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 QE0022 QE0023 QE0024 QE0025 QE0026 QE0029 QE0030 QE0031 QE0032 QE0033 QE0036 QE0037 QE0038 QE0039 QE0040 QE0043 QE0044 QE0045 QE0046 QE0047 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0058 QE0059 QE0060 QE0061 QE0064 QE0065 QE0066 QE0067 QE0068 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 QE0079 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 QE0089 YLD0001 YLD0002 YLD0003 YLD0004 YLD0005 YLD0006 YLD0007 YLD0008 YLD0009 YLD0010 YLD0011 YLD0012 YLD0013 YLD0014 YLD0015 YLD0016 YLD0017 bgndate chipcnt enddate keycode testdate wafer */ /* variables with non-zero standard deviations QE001 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 QE002 QE0022 QE0023 QE0024 QE0025 QE0026 QE0029 QE003 QE0030 QE0031 QE0032 QE0033 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 QE0046 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0058 QE0059 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 QE0089 QE009 YLD0001 YLD0004 YLD0005 YLD0006 YLD0007 YLD0008 YLD0009 YLD0010 YLD0011 YLD0012 YLD0013 YLD0014 YLD0015 YLD0016 YLD0017 bgndate chipcnt enddate keycode testdate wafer */ /* From these we need to make a good response variable: I like the defect rates. */ DATA NEW; SET lq1hgc; obs=_n_; /* defect rates or ratios domain corrected from [0,1] to (0,1) */ MDR1=(YLD0004+0.5)/(YLD0016+1); /* DC Fail Count */ MDR2=(YLD0010+0.5)/(YLD0016+1); /* Function Fail Count */ MDR3=(YLD0011+0.5)/(YLD0016+1); /* Margin Fail Count */ MDR =(YLD0007+0.5)/(YLD0016+1); /* Fail Chip Count */ FDR = 1-(YLD0016)/(CHIPCNT+1); /* YLD0016 Measurement Chip Count */ /* log defect rates */ LMDR1=log(MDR1); LMDR2=log(MDR2); LMDR3=log(MDR3); LMDR=log(MDR); LFDR=log(FDR); /* log success rates */ LMSR1=log(1-MDR1); LMSR2=log(1-MDR2); LMSR3=log(1-MDR3); LMSR=log(1-MDR); LFSR=log(1-FDR); /* train/test sets */ if 0 LE obs LE 1200 then TRAIN=1; if 1200 LT obs then TRAIN=0; if process EQ "S1P1" then do; end; else do; delete; end; run; title 'Part-2a: proc reg on lq1hgc'; proc reg data=NEW; model MDR3=QE001 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 QE002 QE0022 QE0023 QE0024 QE0025 QE0026 QE0029 QE003 QE0030 QE0031 QE0032 QE0033 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 QE0046 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0058 QE0059 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 QE0089 QE009 ; run; title 'Part-2b: proc logistic on lq1hgc, multicol fixed'; proc logistic data=NEW; model YLD0011/YLD0016 =QE001 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 QE002 QE0022 QE0024 QE0025 QE0026 QE0029 QE003 QE0031 QE0032 QE0033 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 QE0046 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0059 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 QE0089 QE009 /link=probit rsq /* calc generalized predicitve power 1-exp(-(L^2)/n) pp 56*/ /* where L^2 = 'likelihood ratio Chi-Squared from Beta=0 test */ lackfit /* Homer Lemshow lack of fit statistic, small p is bad */ clodds=both /* confidence limits on odds */ expb /* exponentiated coefficients */ outroc=roc /* Receiver operating curve */ ; output out=logout PREDICTED=PRED LCL=LCL UCL=UCL; weight train; run; /* proc print data=roc; run; /**/ title 'Part-2c: proc genmod on lq1hgc, multicol fixed NULL'; proc plot data=roc; plot _SENSIT_*_1MSPEC_="+" _1MSPEC_*_1MSPEC_="."/OVERLAY; run; title 'Part-2d: proc genmod on lq1hgc, multicol fixed NULL'; proc plot data=roc; plot _POS_ *_PROB_="+" _NEG_*_PROB_="-" _FALPOS_*_PROB_="f" /* false alarm */ _FALNEG_*_PROB_="m" /* missed */ /OVERLAY; run; data testset; set logout; if TRAIN eq 1 THEN DELETE; run; title 'Part-2e: proc genmod on lq1hgc, multicol fixed NULL'; proc means data=testset; run ; title 'Part-3a: proc genmod on lq1hgc, multicol fixed NULL'; proc genmod data=NEW; model YLD0011/YLD0016 = /link=probit ; run; title 'Part-3b: proc genmod on lq1hgc, multicol fixed'; proc genmod data=NEW; model YLD0007/YLD0016 =QE001 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 QE002 QE0022 QE0024 QE0025 QE0026 QE0029 QE003 QE0031 QE0032 QE0033 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 QE0046 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0059 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 QE0089 QE009 /link=probit rsq /* calc generalized predicitve power 1-exp(-(L^2)/n) pp 56*/ /* type3 /* refit for each var, report individual significances */ ; run; /****************************************/ /* LOGFILE: 20020816_lq1hgc.log *****************/ 1 The SAS System 14:15 Monday, August 19, 2002 NOTE: Copyright (c) 1999-2001 by SAS Institute Inc., Cary, NC, USA. NOTE: SAS (r) Proprietary Software Release 8.2 (TS2M0) Licensed to UNIVERSITY OF VIRGINIA, Site 0001639011. NOTE: This session is executing on the Linux 2.4.18-3 platform. University of Virginia Information Technology and Communication SAS News Y2K Note: We have set the YEARCUTOFF variable to 1920. For helpful information about Y2K and YEARCUTOFF, see http://www.itc.virginia.edu/research/docs/SASY2K.html Need Help? Call the ITC Research Computing Support Center at 243-8800, e-mail to Res-Consult@Virginia.EDU or visit our SAS webpage at: http://www.itc.virginia.edu/research/sashelp.html NOTE: SAS initialization used: real time 0.08 seconds cpu time 0.03 seconds 1 2 /* Do a model 3 4 5 inputs: 6 deal with these files in /hda6/DSC/ (libname dsc): 7 drf5n_ds.sas7bdat 3456 obs of 26 vars 8 drf5n_gc_lq1hgc.sas7bdat 2747 obs of 101 vars 9 drf5n_gc_lx1hgc_nc.sas7bdat 3580 obs of 460 vars 10 drf5n_gc_vd1hxa_lot.sas7bdat 3580 obs of 472 vars 11 drf5n_qc_ho1hgc.sas7bdat 63747 obs of 59 vars 12 drf5n_teg.sas7bdat 727550 obs of 12 vars 13 14 Outputs: 15 work.lq1hgc 2478 x 123 16 work.lx1hgc 2628 x 482 17 work.vd1hxa 2628 x 494 18 work.ho1hgc 60522 x 81 19 20 21 22 Filter first in the pre-fuse data: 23 process=S1P1 24 25 */ 26 27 options ls=78 noovp; 28 /* libname dsc "/d8/drf5n_big/DSC"; on mug*/ 29 libname dsc "/hda6/DSC"; NOTE: Libref DSC was successfully assigned as follows: Engine: V8 Physical Name: /hda6/DSC 29 ! /* on mug2 */ 2 The SAS System 14:15 Monday, August 19, 2002 30 31 32 run; 33 /* 34 deal with these files in /hda6/DSC/ : 35 drf5n_ds.sas7bdat 3456 obs of 26 vars 36 drf5n_gc_lq1hgc.sas7bdat 2747 obs of 101 vars 37 drf5n_gc_lx1hgc_nc.sas7bdat 3580 obs of 460 vars 38 drf5n_gc_vd1hxa_lot.sas7bdat 3580 obs of 472 vars 39 drf5n_qc_ho1hgc.sas7bdat 63747 obs of 59 vars 40 drf5n_teg.sas7bdat 727550 obs of 12 vars 41 42 */ 43 44 45 proc sql; 46 create table lq1hgc as 47 select * from dsc.drf5n_ds, dsc.drf5n_gc_lq1hgc 48 where drf5n_ds.lot=drf5n_gc_lq1hgc.lot 49 order by lot; WARNING: Column named lot is duplicated in a select expression (or a view). Explicit references to it will be to the first one. WARNING: Variable product already exists on file WORK.LQ1HGC. WARNING: Variable lot already exists on file WORK.LQ1HGC. WARNING: Variable wafer already exists on file WORK.LQ1HGC. WARNING: Variable week already exists on file WORK.LQ1HGC. NOTE: Table WORK.LQ1HGC created, with 2478 rows and 123 columns. 50 quit; NOTE: PROCEDURE SQL used: real time 0.77 seconds cpu time 0.51 seconds 51 52 title 'Part 1a: DS joined with GC lq1hgc'; 53 proc contents data=lq1hgc; 54 run; NOTE: PROCEDURE CONTENTS used: real time 0.03 seconds cpu time 0.02 seconds NOTE: The PROCEDURE CONTENTS printed pages 1-4. 55 56 57 title 'Part 1b: DS joined with GC lq1hgc'; 58 proc means data=lq1hgc; 59 run; NOTE: There were 2478 observations read from the data set WORK.LQ1HGC. NOTE: The PROCEDURE MEANS printed pages 5-8. NOTE: PROCEDURE MEANS used: real time 0.05 seconds cpu time 0.06 seconds 3 The SAS System 14:15 Monday, August 19, 2002 60 61 /* 62 title 'Part 1c: DS joined with GC lq1hgc'; 63 64 proc print data=lq1hgc; 65 run; 66 /* */ 67 68 /* getting the numeric vars in emacs: 69 M-| grep Num |awk '{print $2}'|sort |tr '\n' ' ' 70 M-q ;;; to fill-paragraph 71 72 M-x append-to-buffer dscVars 73 74 */ 75 76 /* Numeric variables in lq1hgc 77 78 QE001 QE002 QE003 QE004 QE005 QE006 QE007 QE008 QE009 QE0010 QE0011 79 QE0015 QE0016 QE0017 QE0018 QE0019 QE0022 QE0023 QE0024 QE0025 79 ! QE0026 80 QE0029 QE0030 QE0031 QE0032 QE0033 QE0036 QE0037 QE0038 QE0039 80 ! QE0040 81 QE0043 QE0044 QE0045 QE0046 QE0047 QE0050 QE0051 QE0052 QE0053 81 ! QE0054 82 QE0057 QE0058 QE0059 QE0060 QE0061 QE0064 QE0065 QE0066 QE0067 82 ! QE0068 83 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 QE0079 QE0080 QE0081 83 ! QE0082 84 QE0085 QE0086 QE0087 QE0088 QE0089 YLD0001 YLD0002 YLD0003 YLD0004 85 YLD0005 YLD0006 YLD0007 YLD0008 YLD0009 YLD0010 YLD0011 YLD0012 86 YLD0013 YLD0014 YLD0015 YLD0016 YLD0017 bgndate chipcnt enddate 87 keycode testdate wafer 88 */ 89 90 /* variables with non-zero standard deviations 91 QE001 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 QE002 QE0022 92 QE0023 QE0024 QE0025 QE0026 QE0029 QE003 QE0030 QE0031 QE0032 92 ! QE0033 93 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 93 ! QE0046 94 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0058 94 ! QE0059 95 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 96 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 96 ! QE0089 97 QE009 YLD0001 YLD0004 YLD0005 YLD0006 YLD0007 YLD0008 YLD0009 97 ! YLD0010 98 YLD0011 YLD0012 YLD0013 YLD0014 YLD0015 YLD0016 YLD0017 bgndate 99 chipcnt enddate keycode testdate wafer 100 101 */ 102 /* 103 From these we need to make a good response variable: 104 I like the defect rates. */ 105 106 107 DATA NEW; 4 The SAS System 14:15 Monday, August 19, 2002 108 SET lq1hgc; 109 obs=_n_; 110 /* defect rates or ratios domain corrected from [0,1] to (0,1) */ 111 MDR1=(YLD0004+0.5)/(YLD0016+1); /* DC Fail Count */ 112 MDR2=(YLD0010+0.5)/(YLD0016+1); /* Function Fail Count */ 113 MDR3=(YLD0011+0.5)/(YLD0016+1); /* Margin Fail Count */ 114 MDR =(YLD0007+0.5)/(YLD0016+1); /* Fail Chip Count */ 115 FDR = 1-(YLD0016)/(CHIPCNT+1); /* YLD0016 Measurement Chip Count 115 ! */ 116 /* log defect rates */ 117 LMDR1=log(MDR1); 118 LMDR2=log(MDR2); 119 LMDR3=log(MDR3); 120 LMDR=log(MDR); 121 LFDR=log(FDR); 122 /* log success rates */ 123 LMSR1=log(1-MDR1); 124 LMSR2=log(1-MDR2); 125 LMSR3=log(1-MDR3); 126 LMSR=log(1-MDR); 127 LFSR=log(1-FDR); 128 129 /* train/test sets */ 130 if 0 LE obs LE 1200 then TRAIN=1; 131 if 1200 LT obs then TRAIN=0; 132 133 if process EQ "S1P1" then do; 134 135 end; 136 else do; 137 delete; 138 end; 139 run; NOTE: There were 2478 observations read from the data set WORK.LQ1HGC. NOTE: The data set WORK.NEW has 2478 observations and 140 variables. NOTE: DATA statement used: real time 0.08 seconds cpu time 0.08 seconds 140 141 142 title 'Part-2a: proc reg on lq1hgc'; 143 proc reg data=NEW; 144 145 model MDR3=QE001 QE0010 QE0011 QE0015 QE0016 QE0017 QE0018 QE0019 145 ! QE002 QE0022 146 QE0023 QE0024 QE0025 QE0026 QE0029 QE003 QE0030 QE0031 QE0032 146 ! QE0033 147 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 147 ! QE0046 148 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 QE0058 148 ! QE0059 149 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 150 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 150 ! QE0089 151 QE009 ; 5 The SAS System 14:15 Monday, August 19, 2002 152 153 run; NOTE: 2478 observations read. NOTE: 2478 observations used in computations. 154 155 156 title 'Part-2b: proc logistic on lq1hgc, multicol fixed'; NOTE: The PROCEDURE REG printed pages 9-10. NOTE: PROCEDURE REG used: real time 0.09 seconds cpu time 0.07 seconds 157 proc logistic data=NEW; 158 159 160 model YLD0011/YLD0016 =QE001 QE0010 QE0011 QE0015 QE0016 QE0017 160 ! QE0018 QE0019 QE002 QE0022 161 QE0024 QE0025 QE0026 QE0029 QE003 QE0031 QE0032 161 ! QE0033 162 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 162 ! QE0046 163 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 163 ! QE0059 164 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 165 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 165 ! QE0089 166 QE009 167 /link=probit 168 rsq /* calc generalized predicitve power 1-exp(-(L^2)/n) pp 56*/ 169 /* where L^2 = 'likelihood ratio Chi-Squared from Beta=0 169 ! test */ 170 lackfit /* Homer Lemshow lack of fit statistic, small p is bad 170 ! */ 171 clodds=both /* confidence limits on odds */ 172 expb /* exponentiated coefficients */ 173 outroc=roc /* Receiver operating curve */ 174 ; 175 176 output out=logout PREDICTED=PRED LCL=LCL UCL=UCL; ___ 1 WARNING 1-322: Assuming the symbol L was misspelled as LCL. 176 ! output out=logout PREDICTED=PRED LCL=LCL UCL=UCL; ___ 1 WARNING 1-322: Assuming the symbol U was misspelled as UCL. 177 weight train; 178 179 run; NOTE: Option EXPB is ignored since LINK=NORMIT. NOTE: Option RISKLIMITS is ignored since LINK=NORMIT. NOTE: Convergence criterion (GCONV=1E-8) satisfied. NOTE: There were 2478 observations read from the data set WORK.NEW. 6 The SAS System 14:15 Monday, August 19, 2002 NOTE: The data set WORK.ROC has 359 observations and 7 variables. NOTE: The data set WORK.LOGOUT has 2478 observations and 143 variables. NOTE: The PROCEDURE LOGISTIC printed pages 11-13. NOTE: PROCEDURE LOGISTIC used: real time 0.53 seconds cpu time 0.54 seconds 180 181 /* 182 proc print data=roc; 183 run; 184 /**/ 185 186 title 'Part-2c: proc genmod on lq1hgc, multicol fixed NULL'; 187 proc plot data=roc; 188 plot _SENSIT_*_1MSPEC_="+" _1MSPEC_*_1MSPEC_="."/OVERLAY; 189 run; 190 191 title 'Part-2d: proc genmod on lq1hgc, multicol fixed NULL'; NOTE: There were 359 observations read from the data set WORK.ROC. NOTE: The PROCEDURE PLOT printed page 14. NOTE: PROCEDURE PLOT used: real time 0.00 seconds cpu time 0.00 seconds 192 proc plot data=roc; 193 plot _POS_ *_PROB_="+" 194 _NEG_*_PROB_="-" 195 _FALPOS_*_PROB_="f" /* false alarm */ 196 _FALNEG_*_PROB_="m" /* missed */ 197 /OVERLAY; 198 run; 199 NOTE: There were 359 observations read from the data set WORK.ROC. NOTE: The PROCEDURE PLOT printed page 15. NOTE: PROCEDURE PLOT used: real time 0.00 seconds cpu time 0.01 seconds 200 data testset; 201 set logout; 202 if TRAIN eq 1 THEN DELETE; 203 run; NOTE: There were 2478 observations read from the data set WORK.LOGOUT. NOTE: The data set WORK.TESTSET has 1278 observations and 143 variables. NOTE: DATA statement used: real time 0.04 seconds cpu time 0.05 seconds 7 The SAS System 14:15 Monday, August 19, 2002 204 205 title 'Part-2e: proc genmod on lq1hgc, multicol fixed NULL'; 206 proc means data=testset; 207 run ; NOTE: There were 1278 observations read from the data set WORK.TESTSET. NOTE: The PROCEDURE MEANS printed pages 16-20. NOTE: PROCEDURE MEANS used: real time 0.04 seconds cpu time 0.05 seconds 208 209 210 211 title 'Part-3a: proc genmod on lq1hgc, multicol fixed NULL'; 212 proc genmod data=NEW; 213 214 215 model YLD0011/YLD0016 = 216 /link=probit ; 217 218 219 run; NOTE: Algorithm converged. NOTE: The scale parameter was held fixed. NOTE: The PROCEDURE GENMOD printed page 21. NOTE: PROCEDURE GENMOD used: real time 0.07 seconds cpu time 0.07 seconds 220 221 222 223 title 'Part-3b: proc genmod on lq1hgc, multicol fixed'; 224 proc genmod data=NEW; 225 226 227 model YLD0007/YLD0016 =QE001 QE0010 QE0011 QE0015 QE0016 QE0017 227 ! QE0018 QE0019 QE002 QE0022 228 QE0024 QE0025 QE0026 QE0029 QE003 QE0031 QE0032 228 ! QE0033 229 QE0036 QE0037 QE0038 QE0039 QE004 QE0040 QE0043 QE0044 QE0045 229 ! QE0046 230 QE0047 QE005 QE0050 QE0051 QE0052 QE0053 QE0054 QE0057 230 ! QE0059 231 QE006 QE0060 QE0061 QE007 QE0071 QE0072 QE0073 QE0074 QE0075 QE0078 232 QE0079 QE008 QE0080 QE0081 QE0082 QE0085 QE0086 QE0087 QE0088 232 ! QE0089 233 QE009 /link=probit 234 rsq /* calc generalized predicitve power 1-exp(-(L^2)/n) pp 56*/ ___ 1 WARNING 1-322: Assuming the symbol R was misspelled as rsq. 235 /* type3 /* refit for each var, report individual significances */ 236 ; 8 The SAS System 14:15 Monday, August 19, 2002 237 238 run; NOTE: Algorithm converged. NOTE: The scale parameter was held fixed. NOTE: The PROCEDURE GENMOD printed pages 22-73. NOTE: PROCEDURE GENMOD used: real time 1.56 seconds cpu time 1.56 seconds NOTE: SAS Institute Inc., SAS Campus Drive, Cary, NC USA 27513-2414 NOTE: The SAS System used: real time 3.62 seconds cpu time 3.09 seconds /****************************************/