CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 CANDECOMP VERSION 3.20 ORIGINATOR: J.DOUGLAS CARROLL, AND J-J CHANG, BELL LABORATORIES MURRAY HILL NEW JERSEY 07974 U.S.A. +-------------------------------------------------------------------------------------------+ | | | M D S (X) PROGRAMS | | | | AN INTEGRATED SERIES OF MULTIDIMENSIONAL SCALING PROGRAMS WITH A COMMON COMMAND | | LANGUAGE. | | | | PROGRAMS AND SUPPORTING DOCUMENTATION OTHER ENQUIRIES SHOULD | | ARE DISTRIBUTED FROM BE ADDRESSED TO | | | | MDS(X) PROJECT, MDS(X) PROJECT, | | PROGRAM LIBRARY UNIT, SOCIOLOGICAL RESEARCH UNIT, | | UNIVERSITY OF EDINBURGH, UNIVERSITY COLLEGE, | | 18 BUCCLEUCH PLACE, P.O. BOX 78, | | EDINBURGH EH8 9LN, CARDIFF CF1 1XL, | | U.K. U.K. | | | | USERS ARE EXPECTED TO CITE THE PROGRAM ORIGINATOR AND THE MDS(X) SERIES WHEN | | PUBLISHING RESULTS. | | | +-------------------------------------------------------------------------------------------+ 1. RUN NAME CANDE TEST DATA 2. ITERATIONS 50 3. INPUT FORMAT (9F6.4) 4. DIMENSIONS 2 5. PUNCH FINAL 6. PRINT FINAL ,CORRELATIONS , INITIAL 7. PARAMETERS DATA TYPE(4) CENTRAL (1) 8. SIZES 5,10,10 9. READ MATRIX 10. INPUT FORMAT (3F7.5) 11. READ CONFIG 12. COMPUTE RUN NAME : CANDE TEST DATA TASK NAME : TASK NUMBER 1 CANONICAL DECOMPOSITION ANALYSIS OF 3 WAY TABLE IN 2 DIMENSIONS INITIAL A MATRICES MATRIX 1 1 1.0000 1.0000 1.0000 1.0000 1.0000 2 1.0000 1.0000 1.0000 1.0000 1.0000 MATRIX 2 1 0.6149 0.3220 0.1908 0.6086 0.5208 0.6869 0.4256 0.2060 0.2371 -0.2391 2 0.0691 0.5177 0.7430 0.2736 0.2847 0.0313 -0.0713 -0.0266 0.4180 -0.8054 MATRIX 3 1 0.6149 0.3220 0.1908 0.6086 0.5208 0.6869 0.4256 0.2060 0.2371 -0.2391 2 0.0691 0.5177 0.7430 0.2736 0.2847 0.0313 -0.0713 -0.0266 0.4180 -0.8054 REACHED CRITERION AFTER 41 ITERATIONS ETEST= 0.00484085 CRIT= 0.00500000 HISTORY OF COMPUTATION ITERATION CORRELATIONS BETWEEN NORMALIZED RESIDUAL VARIANCE Y(DATA) AND YHAT (R**2) (1-R**2) 0 0.586392 0.343856 0.656144 1 0.705016 0.497048 0.502952 2 0.728948 0.531366 0.468634 3 0.734369 0.539298 0.460702 4 0.735850 0.541476 0.458524 5 0.736370 0.542240 0.457760 6 0.736597 0.542576 0.457424 7 0.736723 0.542760 0.457240 8 0.736813 0.542893 0.457107 9 0.736890 0.543007 0.456993 10 0.736963 0.543114 0.456886 11 0.737033 0.543218 0.456782 12 0.737105 0.543324 0.456676 13 0.737177 0.543431 0.456569 14 0.737250 0.543538 0.456462 15 0.737323 0.543645 0.456355 16 0.737396 0.543753 0.456247 17 0.737469 0.543861 0.456139 18 0.737542 0.543968 0.456032 19 0.737615 0.544076 0.455924 20 0.737687 0.544182 0.455818 21 0.737759 0.544288 0.455712 22 0.737829 0.544392 0.455608 23 0.737899 0.544495 0.455505 24 0.737967 0.544596 0.455404 25 0.738034 0.544694 0.455306 26 0.738099 0.544790 0.455210 27 0.738163 0.544885 0.455115 28 0.738224 0.544975 0.455025 29 0.738284 0.545063 0.454937 30 0.738342 0.545149 0.454851 31 0.738398 0.545231 0.454769 32 0.738451 0.545310 0.454690 33 0.738502 0.545386 0.454614 34 0.738551 0.545458 0.454542 35 0.738598 0.545527 0.454473 36 0.738642 0.545592 0.454408 37 0.738684 0.545654 0.454346 38 0.738724 0.545713 0.454287 39 0.738762 0.545769 0.454231 40 0.738797 0.545822 0.454178 41 0.738830 0.545869 0.454131 CANDE TEST DATA TASK NUMBER 1 SOLUTION IN 2DIMENSIONS FINAL MATRICES FINAL MATRIX : WAY 1 1 3.1658 2.0972 2 3.3743 0.7078 3 2.4725 1.8590 4 3.3713 1.7810 5 1.2274 0.4705 FINAL MATRIX : WAY 2 1 0.3263 0.0689 2 0.3792 0.1996 3 0.4105 0.1706 4 0.2401 0.4998 5 0.2812 0.2375 6 0.1113 0.5803 7 -0.2910 0.4125 8 0.3578 -0.2813 9 0.3947 0.1030 10 -0.2524 0.1531 FINAL MATRIX : WAY 3 1 0.3264 0.0675 2 0.3796 0.1986 3 0.4109 0.1693 4 0.2417 0.4998 5 0.2818 0.2371 6 0.1134 0.5805 7 -0.2892 0.4126 8 0.3564 -0.2824 9 0.3947 0.1024 10 -0.2518 0.1542 SUMS OF PRODUCTS WAY : 1 1 40.3937 20.2055 2 20.2055 11.7482 SUM OF SQUARES : 52.14187 SUMS OF PRODUCTS WAY : 2 1 1.0000 0.2009 2 0.2009 1.0000 SUM OF SQUARES : 2.00000 SUMS OF PRODUCTS WAY : 3 1 1.0000 0.2020 2 0.2020 1.0000 SUM OF SQUARES : 2.00000 CANDE TEST DATA TASK NUMBER 1 FINAL MATRICES WAY :1 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 3.37 ! 2 4 ! 100 3.24 ! 1 ! 96 3.10 ! ! 92 2.97 ! ! 88 2.83 ! ! 84 2.70 ! ! 80 2.56 ! 3 ! 76 2.43 ! ! 72 2.29 ! ! 68 2.16 ! ! 64 2.02 ! ! 60 1.89 ! ! 56 1.75 ! ! 52 1.62 ! ! 48 1.48 ! ! 44 1.35 ! 5 ! 40 1.21 ! ! 36 1.08 ! ! 32 0.94 ! ! 28 0.81 ! ! 24 0.67 ! ! 20 0.54 ! ! 16 0.40 ! ! 12 0.27 ! ! 8 0.13 ! ! 4 DIMENSION 1 + -0.13 ! ! -4 -0.27 ! ! -8 -0.40 ! ! -12 -0.54 ! ! -16 -0.67 ! ! -20 -0.81 ! ! -24 -0.94 ! ! -28 -1.08 ! ! -32 -1.21 ! ! -36 -1.35 ! ! -40 -1.48 ! ! -44 -1.62 ! ! -48 -1.75 ! ! -52 -1.89 ! ! -56 -2.02 ! ! -60 -2.16 ! ! -64 -2.29 ! ! -68 -2.43 ! ! -72 -2.56 ! ! -76 -2.70 ! ! -80 -2.83 ! ! -84 -2.97 ! ! -88 -3.10 ! ! -92 -3.24 ! ! -96 -3.37 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -3.37-3.04-2.70-2.36-2.02-1.69-1.35-1.01-0.67-0.34 * 0.34 0.67 1.01 1.35 1.69 2.02 2.36 2.70 3.04 3.37 CANDE TEST DATA TASK NUMBER 1 FINAL MATRICES WAY :2 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.58 ! ! 100 0.56 ! ! 96 0.53 ! ! 92 0.51 ! ! 88 0.49 ! ! 84 0.46 ! ! 80 0.44 ! ! 76 0.42 ! 9 3 ! 72 0.39 ! 2 ! 68 0.37 ! 8 ! 64 0.35 ! 1 ! 60 0.32 ! ! 56 0.30 ! 5 ! 52 0.28 ! ! 48 0.26 ! 4 ! 44 0.23 ! ! 40 0.21 ! ! 36 0.19 ! ! 32 0.16 ! ! 28 0.14 ! ! 24 0.12 ! 6 ! 20 0.09 ! ! 16 0.07 ! ! 12 0.05 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.05 ! ! -8 -0.07 ! ! -12 -0.09 ! ! -16 -0.12 ! ! -20 -0.14 ! ! -24 -0.16 ! ! -28 -0.19 ! ! -32 -0.21 ! ! -36 -0.23 ! ! -40 -0.26 ! 10 ! -44 -0.28 ! ! -48 -0.30 ! 7 ! -52 -0.32 ! ! -56 -0.35 ! ! -60 -0.37 ! ! -64 -0.39 ! ! -68 -0.42 ! ! -72 -0.44 ! ! -76 -0.46 ! ! -80 -0.49 ! ! -84 -0.51 ! ! -88 -0.53 ! ! -92 -0.56 ! ! -96 -0.58 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.58-0.52-0.46-0.41-0.35-0.29-0.23-0.17-0.12-0.06 * 0.06 0.12 0.17 0.23 0.29 0.35 0.41 0.46 0.52 0.58 CANDE TEST DATA TASK NUMBER 1 FINAL MATRICES WAY :3 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.58 ! ! 100 0.56 ! ! 96 0.53 ! ! 92 0.51 ! ! 88 0.49 ! ! 84 0.46 ! ! 80 0.44 ! ! 76 0.42 ! 3 ! 72 0.39 ! 9 2 ! 68 0.37 ! 8 ! 64 0.35 ! 1 ! 60 0.33 ! ! 56 0.30 ! 5 ! 52 0.28 ! ! 48 0.26 ! 4 ! 44 0.23 ! ! 40 0.21 ! ! 36 0.19 ! ! 32 0.16 ! ! 28 0.14 ! ! 24 0.12 ! 6 ! 20 0.09 ! ! 16 0.07 ! ! 12 0.05 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.05 ! ! -8 -0.07 ! ! -12 -0.09 ! ! -16 -0.12 ! ! -20 -0.14 ! ! -24 -0.16 ! ! -28 -0.19 ! ! -32 -0.21 ! ! -36 -0.23 ! ! -40 -0.26 ! 10 ! -44 -0.28 ! ! -48 -0.30 ! 7 ! -52 -0.33 ! ! -56 -0.35 ! ! -60 -0.37 ! ! -64 -0.39 ! ! -68 -0.42 ! ! -72 -0.44 ! ! -76 -0.46 ! ! -80 -0.49 ! ! -84 -0.51 ! ! -88 -0.53 ! ! -92 -0.56 ! ! -96 -0.58 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.58-0.52-0.46-0.41-0.35-0.29-0.23-0.17-0.12-0.06 * 0.06 0.12 0.17 0.23 0.29 0.35 0.41 0.46 0.52 0.58 RUN NAME CANDE TEST DATA TASK NAME TASK NUMBER 1 CORRELATION BETWEEN COMPUTED SCORES AND ORIGINAL DATA FOR SUBJECTS 1 0.771102 2 0.735954 3 0.667277 4 0.811071 5 0.213203 AVERAGE SUBJECT CORR. COEFT. 0.63972 MEAN SQUARE CORR. COEFT. 0.45696 13. TASK NAME CANDECOMP OF THREE FACES OF EVE 14. DIMENSION 2 15. ITERATIONS 30 16. SIZES 6,10,15 17. PARAMETERS RAND(19283),DATA(0) 18. INPUT FORMAT (5X,12F6.0,/,3F6.0) 19. PRINT DATA YES 20. PUNCH SCALAR 21. PLOT INITIAL,WAY1,WAY2,WAY3,WAY4,CORR 22. READ MATRIX INPUT 3 WAY TABLE WAY : 1 MATRIX 1 1 2 3 4 5 6 7 8 9 1 0.88100 0.47200 2.02200 0.31400 0.81400 0.31400 -1.80300 1.06400 -2.26900 2 -2.23100 -1.63900 -2.08900 1.20300 -2.29700 -1.79700 -1.41400 -2.54700 4.61900 3 0.35300 0.94400 3.49400 -2.21400 -1.71400 -2.21400 -1.33100 3.03600 -1.79700 4 1.83600 -3.57200 1.97800 -3.73100 0.26900 2.26900 1.15300 1.51900 -3.31400 5 3.21900 -0.68900 -0.63900 2.15300 1.65300 3.65300 -1.96400 2.90300 -1.93100 6 1.58100 2.17200 1.72200 0.51400 1.51400 0.51400 2.39700 1.26400 -3.56900 7 2.46400 -2.94400 2.60600 -3.10300 0.89700 -3.10300 3.28100 2.14700 -2.68600 8 -2.59200 -2.00000 -2.45000 -0.15800 -2.65800 3.84200 -1.77500 -2.90800 4.25800 9 -1.62500 -1.03300 -1.48300 2.30800 -0.69200 -1.19200 0.69200 -1.94200 5.22500 10 -2.01900 -1.42800 -1.87800 1.41400 -0.58600 -1.58600 -1.20300 3.66400 1.83100 10 11 12 13 14 15 1 -0.29400 0.03900 -2.29400 2.53100 -2.24400 -0.53600 2 -0.40600 -2.07200 4.59400 -1.58100 0.64400 -0.64700 3 0.17800 1.51100 -1.82200 -1.49700 -1.77200 0.93600 4 -0.33900 1.49400 -3.33900 2.48600 2.71100 0.91900 5 0.04400 2.37800 4.04400 0.86900 -1.90600 1.30300 6 -0.59400 -0.26100 -3.59400 2.23100 -3.04400 0.16400 7 -0.71100 2.62200 -2.71100 3.11400 -2.66100 -0.45300 8 0.23300 -2.43300 4.23300 -1.94200 4.28300 0.99200 9 -0.30000 -1.46700 2.20000 -0.97500 -0.75000 -1.04200 10 1.30600 -1.86100 -1.19400 0.13100 -1.14400 1.06400 WAY : 1 MATRIX 2 1 2 3 4 5 6 7 8 9 1 1.27100 2.36200 0.91200 -0.29600 -0.29600 1.20400 2.58700 -0.54600 -2.37900 2 -2.34100 -1.74900 -2.19900 3.09300 -2.40700 1.09300 -1.52400 -2.65700 4.50900 3 -1.25700 3.83400 3.38400 -2.32400 -1.82400 -2.32400 0.55900 2.42600 -1.90700 4 0.72600 2.31800 1.86800 -2.84100 1.15900 1.65900 2.54300 1.40900 -3.42400 5 0.60900 -1.29900 -1.74900 2.54300 0.04300 2.54300 -1.07400 1.79300 -1.04100 6 1.47100 2.06200 1.61200 0.90400 1.40400 1.40400 2.28700 1.15400 -3.67900 7 0.35400 -3.05400 2.49600 -3.21300 1.28700 -1.21300 2.67100 2.03700 -2.79600 8 -1.70200 -2.11000 -2.56000 2.23200 -2.26800 1.73200 -1.88500 -3.01800 4.14800 9 -0.73500 -0.14300 -1.09300 1.69800 -0.30200 -1.30200 -0.41800 -2.05200 -0.88500 10 -0.62900 -1.53800 -1.98800 2.30400 0.80400 -1.69600 -1.31300 0.05400 -0.27900 10 11 12 13 14 15 1 -1.90400 0.92900 -2.40400 1.42100 0.64600 -2.14600 2 -0.01600 -2.18200 4.48400 -1.69100 3.03400 1.24300 3 1.56800 -0.59900 -1.43200 2.89300 -1.88200 -1.17400 4 0.05100 1.38400 -3.44900 2.37600 0.60100 -2.69100 5 -0.06600 2.26800 -0.06600 -1.24100 -1.01600 0.19300 6 -1.20400 1.12900 -3.70400 2.12100 1.34600 -2.44600 7 -1.32100 1.51200 -2.82100 3.00400 -2.27100 -2.06300 8 1.62300 -2.04300 4.12300 -2.05200 4.17300 1.88200 9 0.59000 -0.57700 -0.91000 -0.08500 -0.86000 0.84800 10 1.19600 -0.97100 -0.30400 -1.47900 -0.75400 1.95400 WAY : 1 MATRIX 3 1 2 3 4 5 6 7 8 9 1 -0.60300 -3.01100 2.53900 2.83100 -3.66900 -3.16900 -2.78600 2.08100 2.74700 2 3.28600 3.87800 -2.57200 -2.28100 3.21900 3.71900 1.60300 -3.03100 -0.86400 3 -3.13100 -2.53900 3.01100 3.30300 -0.19700 -1.19700 0.68600 2.55300 2.71900 4 -4.64700 1.94400 1.49400 -1.21400 -0.21400 -1.21400 -0.83100 1.03600 1.70300 5 2.73600 0.32800 -3.12200 -2.83100 2.66900 -2.83100 -2.44700 -3.58100 -1.91400 6 -3.90300 -4.31100 1.23900 1.53100 -1.96900 -3.96900 1.91400 0.78100 -0.05300 7 -4.01900 2.57200 2.12200 2.41400 -4.08600 -3.58600 -0.20300 1.66400 1.83100 8 2.92500 3.51700 -2.43300 -2.64200 2.85800 3.35800 3.74200 -3.39200 -1.22500 9 3.89200 4.48300 -1.96700 -1.67500 3.82500 1.32500 4.70800 -2.42500 -0.75800 10 3.49700 4.08900 -2.36100 -2.06900 3.43100 3.93100 -1.68600 -2.81900 -1.15300 10 11 12 13 14 15 1 -2.27800 -0.94400 2.22200 3.04700 0.27200 -3.51900 2 3.11100 0.94400 -1.38900 -2.06400 4.16100 3.36900 3 -0.30600 -1.97200 3.19400 -2.48100 -1.75600 -3.04700 4 -3.32200 0.51100 1.67800 -3.99700 -0.77200 -4.56400 5 2.56100 -2.10600 -2.43900 0.38600 1.11100 -0.18100 6 -2.07800 -1.24400 0.92200 1.74700 -3.52800 -1.81900 7 -1.19400 0.13900 2.30600 -3.36900 -3.14400 -3.93600 8 1.25000 -0.41700 -1.25000 -2.42500 0.80000 3.00800 9 0.71700 -0.95000 -0.78300 4.54200 1.76700 3.97500 10 3.32200 1.15600 -1.17800 -1.85300 1.37200 3.58100 WAY : 1 MATRIX 4 1 2 3 4 5 6 7 8 9 1 -3.18600 -2.59400 2.95600 3.24700 -3.25300 -2.75300 -1.86900 0.99700 2.66400 2 3.70300 3.29400 -2.15600 -1.86400 3.63600 4.13600 0.01900 -0.61400 -0.44700 3 -2.71400 -1.62200 3.42800 3.71900 -2.78100 -2.28100 -0.89700 2.46900 3.13600 4 -4.23100 -3.63900 1.91100 2.20300 -4.29700 -3.79700 0.08600 -0.04700 2.11900 5 -2.84700 0.24400 -2.70600 -1.41400 3.08600 -2.41400 -2.03100 -3.16400 -1.49700 6 -3.48600 -1.89400 1.65600 1.94700 -4.55300 -4.05300 -0.66900 0.19700 1.36400 7 -3.60300 -2.51100 2.53900 2.83100 -3.66900 -3.16900 3.21400 1.08100 2.24700 8 3.34200 2.93300 -2.51700 -2.22500 3.27500 3.77500 2.65800 -2.47500 -0.80800 9 4.30800 0.40000 -1.55000 -1.25800 4.24200 4.74200 -0.37500 -1.00800 0.15800 10 3.91400 4.50600 -1.94400 -1.65300 3.84700 4.34700 -1.26900 -2.40300 -0.73600 10 11 12 13 14 15 1 -3.36100 -2.02800 2.63900 2.96400 -2.31100 -3.10300 2 3.52800 1.36100 -0.47200 -1.64700 4.57800 3.78600 3 -1.88900 -1.55600 2.11100 -1.06400 -1.83900 -2.63100 4 -4.40600 -0.57200 1.59400 -0.58100 -3.35600 -4.14700 5 2.47800 -2.18900 -1.52200 -1.69700 -1.47200 1.73600 6 -4.66100 -0.82800 1.83900 2.16400 -3.61100 -4.40300 7 -3.77800 0.55600 2.22200 0.04700 -2.72800 -3.51900 8 3.16700 1.00000 -0.83300 -2.00800 4.21700 3.42500 9 4.13300 -1.03300 0.13300 -0.04200 2.18300 4.39200 10 3.73900 1.07200 -0.76100 -1.43600 4.78900 3.99700 WAY : 1 MATRIX 5 1 2 3 4 5 6 7 8 9 1 -0.44600 0.14600 -0.30400 -0.01300 -0.51300 -0.01300 0.87100 -0.76300 -2.59600 2 -2.55700 -1.96600 -2.41600 0.87600 -2.62400 -1.12400 -1.74100 -2.87400 4.29300 3 3.02600 1.61800 3.16800 -1.54100 -2.54100 -2.54100 -1.65700 2.70900 -1.62400 4 1.50900 2.10100 1.65100 -1.05700 1.44300 1.94300 0.82600 1.19300 -0.14100 5 2.89300 -0.51600 -2.96600 0.82600 2.82600 3.32600 0.20900 2.57600 -1.75700 6 1.25400 1.84600 1.39600 1.68700 1.18700 1.68700 2.07100 0.93700 -3.89600 7 2.13700 -0.27100 2.27900 0.07100 1.57100 -0.42900 -2.04600 1.82100 -3.01300 8 -2.91800 -2.32700 -2.77700 0.01500 0.51500 1.51500 -1.10200 -3.23500 3.93200 9 -1.95200 -1.36000 -1.81000 -0.51800 -2.01800 -1.51800 -1.13500 -2.26800 -1.10200 10 -0.84600 -1.75400 -2.20400 -0.91300 1.08700 -1.91300 -1.52900 1.83700 3.50400 10 11 12 13 14 15 1 -0.62100 -0.28800 -2.62100 2.20400 0.42900 -0.36300 2 0.26800 -2.39900 3.26800 -1.90700 -0.18200 -2.47400 3 2.85100 3.18400 -2.14900 -1.82400 -2.09900 3.10900 4 1.33400 1.66800 -0.16600 2.15900 1.38400 1.09300 5 -1.28200 3.05100 3.71800 -1.45700 -1.73200 -0.02400 6 1.07900 1.41200 -2.92100 1.90400 2.12900 1.33700 7 1.96200 2.29600 -3.03800 2.78700 0.01200 2.22100 8 -3.09300 -2.76000 3.90700 -2.26800 3.95700 -2.83500 9 -1.12700 -1.79300 -1.12700 -1.30200 -1.07700 1.13200 10 0.47900 -0.68800 -0.02100 -1.69600 -0.97100 0.73700 WAY : 1 MATRIX 6 1 2 3 4 5 6 7 8 9 1 1.59700 2.68900 2.23900 1.53100 1.53100 0.03100 0.91400 1.78100 -1.55300 2 -2.51400 -1.92200 -2.37200 -1.08100 -2.58100 -1.08100 -1.69700 -2.83100 4.33600 3 3.06900 1.66100 3.21100 -2.49700 -1.99700 -2.49700 -1.11400 2.75300 -1.08100 4 1.55300 1.64400 1.69400 -0.51400 0.98600 1.48600 1.86900 1.23600 -3.09700 5 2.43600 -1.97200 -1.92200 -1.63100 2.86900 2.36900 -1.24700 1.61900 -1.21400 6 1.29700 1.88900 1.43900 1.73100 1.23100 1.73100 2.11400 0.98100 -2.85300 7 2.18100 1.77200 2.32200 -0.38600 1.61400 0.61400 1.99700 1.86400 -1.96900 8 -2.87500 -2.28300 -2.73300 -1.44200 -1.94200 0.55800 -2.05800 -3.19200 3.97500 9 -1.90800 -0.31700 -1.26700 0.52500 -1.47500 -0.97500 -0.09200 -1.72500 -0.05800 10 -1.80300 -1.71100 -2.16100 -1.36900 -1.36900 -1.86900 -1.48600 -1.11900 2.04700 10 11 12 13 14 15 1 1.42200 1.75600 -2.07800 2.74700 0.97200 2.18100 2 -2.68900 -2.35600 4.31100 -1.86400 1.36100 -2.43100 3 2.89400 2.72800 -1.60600 -1.28100 -1.55600 3.15300 4 1.37800 1.71100 -2.62200 2.20300 -0.57200 1.63600 5 -1.73900 2.09400 0.76100 -1.41400 -1.18900 0.01900 6 1.12200 1.45600 -2.87800 1.94700 -0.82800 1.38100 7 2.00600 2.33900 -1.99400 2.83100 0.05600 1.76400 8 -3.05000 -2.71700 3.95000 -2.22500 2.50000 -2.79200 9 -1.08300 -1.25000 -0.08300 -0.75800 -0.53300 -1.82500 10 -2.47800 -1.14400 -0.47800 -1.65300 0.07200 -1.71900 23. COMPUTE RUN NAME : CANDE TEST DATA TASK NAME : CANDECOMP OF THREE FACES OF EVE CANONICAL DECOMPOSITION ANALYSIS OF 3 WAY TABLE IN 2 DIMENSIONS REACHED MAXIMUM OF 30 ITERATIONS ETEST= 0.31481934 HISTORY OF COMPUTATION ITERATION CORRELATIONS BETWEEN NORMALIZED RESIDUAL VARIANCE Y(DATA) AND YHAT (R**2) (1-R**2) 0 0.072574 0.005267 0.994733 1 0.538196 0.289655 0.710345 2 0.742939 0.551958 0.448042 3 0.785231 0.616587 0.383413 4 0.786352 0.618350 0.381650 5 0.786862 0.619152 0.380848 6 0.787392 0.619987 0.380013 7 0.787951 0.620866 0.379134 8 0.788526 0.621773 0.378227 9 0.789110 0.622695 0.377305 10 0.789692 0.623614 0.376386 11 0.790261 0.624512 0.375488 12 0.790805 0.625372 0.374628 13 0.791316 0.626182 0.373818 14 0.791791 0.626933 0.373067 15 0.792222 0.627616 0.372384 16 0.792610 0.628231 0.371769 17 0.792955 0.628778 0.371222 18 0.793258 0.629258 0.370742 19 0.793522 0.629678 0.370322 20 0.793751 0.630040 0.369960 21 0.793946 0.630351 0.369649 22 0.794112 0.630614 0.369386 23 0.794254 0.630840 0.369160 24 0.794376 0.631033 0.368967 25 0.794478 0.631195 0.368805 26 0.794563 0.631331 0.368669 27 0.794636 0.631446 0.368554 28 0.794697 0.631544 0.368456 29 0.794748 0.631624 0.368376 30 0.794791 0.631693 0.368307 CANDE TEST DATA CANDECOMP OF THREE FACES OF EVE PLOT OFCORRELATION BY ITERATION ITERATION CORRELATION INITIAL CORRELATION = 0.5382 ==================================================================================================== 1 ! * 0.53820 2 ! * 0.74294 3 ! * 0.78523 4 ! * 0.78635 5 ! * 0.78686 6 ! * 0.78739 7 ! * 0.78795 8 ! * 0.78853 9 ! * 0.78911 10 ! * 0.78969 11 ! * 0.79026 12 ! * 0.79080 13 ! * 0.79132 14 ! * 0.79179 15 ! * 0.79222 16 ! * 0.79261 17 ! * 0.79296 18 ! * 0.79326 19 ! * 0.79352 20 ! * 0.79375 21 ! * 0.79395 22 ! * 0.79411 23 ! * 0.79425 24 ! * 0.79438 25 ! * 0.79448 26 ! * 0.79456 27 ! * 0.79464 28 ! * 0.79470 29 ! * 0.79475 30 ! * 0.79479 CANDE TEST DATA CANDECOMP OF THREE FACES OF EVE SOLUTION IN 2DIMENSIONS FINAL MATRICES FINAL MATRIX : WAY 1 1 0.1644 18.7074 2 2.6789 18.2361 3 24.8652 -1.9776 4 30.1578 -1.4086 5 -3.5714 16.1024 6 -5.6755 18.0127 FINAL MATRIX : WAY 2 1 0.3175 -0.2234 2 -0.3763 0.4801 3 0.2706 -0.2779 4 0.3013 -0.3002 5 -0.1067 -0.0522 6 0.3409 -0.3312 7 0.3266 -0.3635 8 -0.3356 0.5170 9 -0.3143 0.1575 10 -0.3845 0.1251 FINAL MATRIX : WAY 3 1 -0.3568 -0.2563 2 -0.2686 -0.1764 3 0.2560 -0.3539 4 0.2001 0.1054 5 -0.3433 -0.1439 6 -0.3488 0.0291 7 -0.0320 -0.1974 8 0.2039 -0.3248 9 0.1261 0.4662 10 -0.3370 -0.0636 11 -0.0505 -0.2768 12 0.1325 0.4246 13 0.0660 -0.2853 14 -0.3031 0.1984 15 -0.4086 -0.0427 SUMS OF PRODUCTS WAY : 1 1 1579.9445 -199.4635 2 -199.4635 1272.1643 SUM OF SQUARES : 2852.10889 SUMS OF PRODUCTS WAY : 2 1 1.0000 -0.9144 2 -0.9144 1.0000 SUM OF SQUARES : 2.00000 SUMS OF PRODUCTS WAY : 3 1 1.0000 0.1376 2 0.1376 1.0000 SUM OF SQUARES : 2.00000 CANDE TEST DATA CANDECOMP OF THREE FACES OF EVE FINAL MATRICES WAY :1 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 30.16 ! 4 ! 100 28.95 ! ! 96 27.75 ! ! 92 26.54 ! ! 88 25.33 ! 3 ! 84 24.13 ! ! 80 22.92 ! ! 76 21.71 ! ! 72 20.51 ! ! 68 19.30 ! ! 64 18.09 ! ! 60 16.89 ! ! 56 15.68 ! ! 52 14.48 ! ! 48 13.27 ! ! 44 12.06 ! ! 40 10.86 ! ! 36 9.65 ! ! 32 8.44 ! ! 28 7.24 ! ! 24 6.03 ! ! 20 4.83 ! ! 16 3.62 ! 2 ! 12 2.41 ! ! 8 1.21 ! 1 ! 4 DIMENSION 1 + -1.21 ! ! -4 -2.41 ! ! -8 -3.62 ! 5 ! -12 -4.83 ! ! -16 -6.03 ! 6 ! -20 -7.24 ! ! -24 -8.44 ! ! -28 -9.65 ! ! -32 -10.86 ! ! -36 -12.06 ! ! -40 -13.27 ! ! -44 -14.48 ! ! -48 -15.68 ! ! -52 -16.89 ! ! -56 -18.09 ! ! -60 -19.30 ! ! -64 -20.51 ! ! -68 -21.71 ! ! -72 -22.92 ! ! -76 -24.13 ! ! -80 -25.33 ! ! -84 -26.54 ! ! -88 -27.75 ! ! -92 -28.95 ! ! -96 -30.16 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -30.16 -24.13 -18.09 -12.06 -6.03 * 6.03 12.06 18.09 24.13 30.16 -27.14 -21.11 -15.08 -9.05 -3.02 3.02 9.05 15.08 21.11 27.14 CANDE TEST DATA CANDECOMP OF THREE FACES OF EVE FINAL MATRICES WAY :2 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.52 ! ! 100 0.50 ! ! 96 0.48 ! ! 92 0.45 ! ! 88 0.43 ! ! 84 0.41 ! ! 80 0.39 ! ! 76 0.37 ! ! 72 0.35 ! 6 ! 68 0.33 ! 7 1 ! 64 0.31 ! 4 ! 60 0.29 ! 3 ! 56 0.27 ! ! 52 0.25 ! ! 48 0.23 ! ! 44 0.21 ! ! 40 0.19 ! ! 36 0.17 ! ! 32 0.14 ! ! 28 0.12 ! ! 24 0.10 ! ! 20 0.08 ! ! 16 0.06 ! ! 12 0.04 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.04 ! ! -8 -0.06 ! ! -12 -0.08 ! ! -16 -0.10 ! ! -20 -0.12 ! 5 ! -24 -0.14 ! ! -28 -0.17 ! ! -32 -0.19 ! ! -36 -0.21 ! ! -40 -0.23 ! ! -44 -0.25 ! ! -48 -0.27 ! ! -52 -0.29 ! ! -56 -0.31 ! ! -60 -0.33 ! 9 ! -64 -0.35 ! 8 ! -68 -0.37 ! ! -72 -0.39 ! 10 2 ! -76 -0.41 ! ! -80 -0.43 ! ! -84 -0.45 ! ! -88 -0.48 ! ! -92 -0.50 ! ! -96 -0.52 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.52-0.47-0.41-0.36-0.31-0.26-0.21-0.16-0.10-0.05 * 0.05 0.10 0.16 0.21 0.26 0.31 0.36 0.41 0.47 0.52 CANDE TEST DATA CANDECOMP OF THREE FACES OF EVE FINAL MATRICES WAY :3 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.47 ! ! 100 0.45 ! ! 96 0.43 ! ! 92 0.41 ! ! 88 0.39 ! ! 84 0.37 ! ! 80 0.35 ! ! 76 0.34 ! ! 72 0.32 ! ! 68 0.30 ! ! 64 0.28 ! ! 60 0.26 ! 3 ! 56 0.24 ! ! 52 0.22 ! ! 48 0.21 ! 8 4 ! 44 0.19 ! ! 40 0.17 ! ! 36 0.15 ! 12 ! 32 0.13 ! 9 ! 28 0.11 ! ! 24 0.09 ! ! 20 0.07 ! 13 ! 16 0.06 ! ! 12 0.04 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.04 ! 7 ! -8 -0.06 ! 11 ! -12 -0.07 ! ! -16 -0.09 ! ! -20 -0.11 ! ! -24 -0.13 ! ! -28 -0.15 ! ! -32 -0.17 ! ! -36 -0.19 ! ! -40 -0.21 ! ! -44 -0.22 ! ! -48 -0.24 ! ! -52 -0.26 ! ! -56 -0.28 ! 2 ! -60 -0.30 ! ! -64 -0.32 ! 14 ! -68 -0.34 ! ! -72 -0.35 ! 5 10 6 ! -76 -0.37 ! 1 ! -80 -0.39 ! ! -84 -0.41 ! 15 ! -88 -0.43 ! ! -92 -0.45 ! ! -96 -0.47 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.47-0.42-0.37-0.33-0.28-0.23-0.19-0.14-0.09-0.05 * 0.05 0.09 0.14 0.19 0.23 0.28 0.33 0.37 0.42 0.47 24. TASK NAME STEVE TAGGS GRIDS DATA 25. ITERATIONS 20 26. COMMENT 10 15 6 8 4 0 27. INPUT FORMAT (15F4.0) 28. SIZES 10 , 6 , 15 29. PARAMETERS DATA (0) 30. READ MATRIX INPUT 3 WAY TABLE WAY : 1 MATRIX 1 1 2 3 4 5 6 7 8 9 1 5.00000 4.00000 6.00000 4.00000 5.00000 4.00000 1.50000 5.50000 1.00000 2 1.00000 1.00000 1.00000 4.00000 1.00000 1.00000 1.00000 1.00000 7.00000 3 4.00000 4.00000 7.00000 1.00000 2.00000 1.00000 1.50000 7.00000 1.00000 4 7.00000 1.00000 7.00000 1.00000 5.50000 7.00000 5.50000 7.00000 1.00000 5 7.00000 2.50000 3.00000 5.50000 5.50000 7.00000 1.00000 7.00000 1.00000 6 7.00000 7.00000 7.00000 5.50000 7.00000 5.50000 7.00000 7.00000 1.00000 10 11 12 13 14 15 1 4.00000 4.00000 1.00000 6.00000 1.00000 3.50000 2 3.00000 1.00000 7.00000 1.00000 3.00000 2.50000 3 4.00000 5.00000 1.00000 1.50000 1.00000 4.50000 4 5.00000 6.50000 1.00000 7.00000 7.00000 6.00000 5 4.00000 6.00000 7.00000 4.00000 1.00000 5.00000 6 5.00000 5.00000 1.00000 7.00000 1.50000 5.50000 WAY : 1 MATRIX 2 1 2 3 4 5 6 7 8 9 1 7.00000 1.00000 7.00000 1.00000 5.50000 1.00000 7.00000 7.00000 1.00000 2 1.00000 1.00000 1.00000 3.00000 1.00000 7.00000 1.00000 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2.00000 1.00000 1.50000 5.00000 3 2.50000 3.50000 6.00000 7.00000 4.00000 1.00000 4 7.00000 4.50000 1.50000 1.00000 7.00000 7.00000 5 4.00000 2.00000 6.50000 1.00000 1.50000 1.00000 6 2.50000 6.00000 6.50000 1.00000 4.00000 1.00000 WAY : 1 MATRIX 5 1 2 3 4 5 6 7 8 9 1 7.00000 4.00000 1.00000 1.00000 7.00000 1.00000 1.00000 1.00000 1.50000 2 2.00000 1.00000 7.00000 7.00000 4.00000 1.50000 7.00000 7.00000 5.00000 3 1.00000 7.00000 7.00000 7.00000 1.00000 1.00000 4.00000 7.00000 6.00000 4 7.00000 7.00000 1.50000 1.00000 7.00000 7.00000 7.00000 1.00000 2.00000 5 7.00000 7.00000 1.00000 1.00000 7.00000 4.00000 7.00000 1.00000 1.50000 6 7.00000 7.00000 1.00000 1.00000 7.00000 7.00000 1.00000 1.00000 1.50000 10 11 12 13 14 15 1 7.00000 2.00000 1.00000 4.00000 4.50000 4.00000 2 4.00000 4.50000 6.00000 7.00000 1.50000 4.00000 3 4.00000 5.00000 6.50000 1.00000 1.00000 1.00000 4 5.50000 3.50000 2.00000 1.00000 4.00000 7.00000 5 4.00000 2.00000 1.50000 7.00000 4.00000 7.00000 6 7.00000 4.50000 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6.50000 4.00000 2.00000 7.00000 1.00000 6 1.00000 1.00000 1.00000 3.50000 4.50000 5.00000 2.00000 1.00000 7.00000 10 11 12 13 14 15 1 7.00000 7.00000 1.00000 1.50000 1.00000 7.00000 2 7.00000 7.00000 4.50000 7.00000 6.00000 6.50000 3 3.00000 7.00000 7.00000 2.00000 1.50000 4.00000 4 7.00000 7.00000 2.00000 7.00000 7.00000 7.00000 5 7.00000 7.00000 1.00000 7.00000 4.00000 7.00000 6 1.00000 1.00000 7.00000 1.00000 7.00000 1.00000 WAY : 1 MATRIX 9 1 2 3 4 5 6 7 8 9 1 1.00000 1.00000 1.00000 2.00000 1.00000 1.00000 1.00000 1.00000 1.00000 2 2.50000 1.00000 1.00000 2.00000 4.50000 1.00000 1.00000 5.50000 6.00000 3 6.00000 6.50000 6.50000 5.50000 6.00000 4.00000 4.50000 6.50000 2.00000 4 1.00000 1.00000 1.00000 2.00000 1.00000 2.00000 1.00000 1.00000 7.00000 5 7.00000 5.00000 7.00000 1.00000 2.00000 1.00000 2.00000 7.00000 2.00000 6 7.00000 6.50000 7.00000 4.50000 6.50000 6.50000 6.50000 7.00000 1.50000 10 11 12 13 14 15 1 2.00000 1.00000 1.00000 1.00000 1.00000 4.00000 2 4.00000 2.50000 2.50000 1.00000 1.50000 4.00000 3 6.00000 6.00000 1.50000 6.50000 4.50000 6.50000 4 1.00000 1.00000 7.00000 1.00000 4.00000 1.00000 5 7.00000 6.50000 1.50000 2.00000 1.50000 7.00000 6 7.00000 7.00000 2.00000 7.00000 4.00000 7.00000 WAY : 1 MATRIX 10 1 2 3 4 5 6 7 8 9 1 6.50000 1.50000 2.00000 2.00000 7.00000 6.00000 2.00000 6.00000 2.00000 2 7.00000 7.00000 7.00000 7.00000 7.00000 7.00000 7.00000 7.00000 2.00000 3 7.00000 6.00000 7.00000 4.00000 6.50000 5.00000 6.00000 7.00000 2.00000 4 1.00000 1.00000 1.00000 2.00000 2.00000 4.00000 1.00000 1.00000 7.00000 5 1.00000 2.00000 1.50000 3.00000 1.50000 1.50000 2.00000 1.50000 2.00000 6 1.50000 1.00000 1.00000 1.50000 2.00000 1.00000 1.00000 2.50000 4.50000 10 11 12 13 14 15 1 2.50000 6.00000 4.00000 2.00000 2.00000 4.00000 2 7.00000 7.00000 2.00000 7.00000 4.00000 7.00000 3 7.00000 7.00000 2.00000 7.00000 4.00000 6.50000 4 1.00000 1.00000 7.00000 1.00000 5.50000 1.00000 5 2.00000 1.50000 2.00000 1.50000 1.50000 1.00000 6 1.00000 2.00000 2.00000 1.00000 2.50000 1.50000 31. COMPUTE RUN NAME : CANDE TEST DATA TASK NAME : STEVE TAGGS GRIDS DATA CANONICAL DECOMPOSITION ANALYSIS OF 3 WAY TABLE IN 3 DIMENSIONS REACHED MAXIMUM OF 20 ITERATIONS ETEST= 0.17700195 HISTORY OF COMPUTATION ITERATION CORRELATIONS BETWEEN NORMALIZED RESIDUAL VARIANCE Y(DATA) AND YHAT (R**2) (1-R**2) 0 0.064278 0.004132 0.995868 1 0.757728 0.574151 0.425849 2 0.890504 0.792998 0.207002 3 0.895464 0.801856 0.198144 4 0.897668 0.805808 0.194192 5 0.898994 0.808191 0.191809 6 0.899819 0.809674 0.190326 7 0.900314 0.810565 0.189435 8 0.900601 0.811082 0.188918 9 0.900772 0.811390 0.188610 10 0.900886 0.811596 0.188404 11 0.900971 0.811748 0.188252 12 0.901035 0.811864 0.188136 13 0.901085 0.811954 0.188046 14 0.901124 0.812025 0.187975 15 0.901153 0.812077 0.187923 16 0.901175 0.812117 0.187883 17 0.901191 0.812146 0.187854 18 0.901202 0.812165 0.187835 19 0.901209 0.812178 0.187822 20 0.901215 0.812189 0.187811 CANDE TEST DATA STEVE TAGGS GRIDS DATA SOLUTION IN 3DIMENSIONS FINAL MATRICES FINAL MATRIX : WAY 1 1 37.0691 2.0211 14.6398 2 28.8443 -11.5465 3.1576 3 40.9552 -14.7194 -4.0738 4 33.1831 -0.2349 5.0932 5 37.7006 -2.4621 10.5329 6 32.5179 -1.1052 -7.4219 7 35.0759 -9.1909 -7.6808 8 46.6841 -16.5390 -4.1550 9 34.2077 14.0270 3.3796 10 34.8758 1.7446 -15.3670 FINAL MATRIX : WAY 2 1 -0.3206 0.3587 0.1832 2 -0.4439 0.0535 -0.6565 3 -0.4470 -0.4082 -0.3357 4 -0.4029 0.4633 0.3882 5 -0.3867 0.2484 0.2482 6 -0.4342 -0.6523 0.4588 FINAL MATRIX : WAY 3 1 -0.2830 -0.2792 0.4158 2 -0.2438 -0.3161 0.3222 3 -0.2685 -0.3854 0.1002 4 -0.2480 -0.0179 -0.0670 5 -0.2876 -0.2161 0.3641 6 -0.2572 -0.0439 0.3689 7 -0.2255 -0.2890 0.2246 8 -0.3019 -0.3324 0.1202 9 -0.2159 0.2521 -0.2750 10 -0.2924 -0.2082 0.2647 11 -0.2724 -0.2820 0.2140 12 -0.2211 0.2872 -0.2218 13 -0.2349 -0.3625 0.1694 14 -0.2241 -0.0085 0.1240 15 -0.2746 -0.1739 0.3009 SUMS OF PRODUCTS WAY : 1 113259.5127-1551.3368 -92.0317 2-1551.3368 919.2159 194.0766 3 -92.0317 194.0766 756.6810 SUM OF SQUARES : 14935.41020 SUMS OF PRODUCTS WAY : 2 1 1.0000 0.0442 -0.0689 2 0.0442 1.0000 0.1099 3 -0.0689 0.1099 1.0000 SUM OF SQUARES : 3.00000 SUMS OF PRODUCTS WAY : 3 1 1.0000 0.6576 -0.6705 2 0.6576 1.0000 -0.8183 3 -0.6705 -0.8183 1.0000 SUM OF SQUARES : 3.00000 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :1 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 46.68 ! 8 ! 100 44.82 ! ! 96 42.95 ! ! 92 41.08 ! 3 ! 88 39.21 ! 5 ! 84 37.35 ! 1 ! 80 35.48 ! 7 10 9 ! 76 33.61 ! 6 ! 72 31.75 ! ! 68 29.88 ! 2 ! 64 28.01 ! ! 60 26.14 ! ! 56 24.28 ! ! 52 22.41 ! ! 48 20.54 ! ! 44 18.67 ! ! 40 16.81 ! ! 36 14.94 ! ! 32 13.07 ! ! 28 11.20 ! ! 24 9.34 ! ! 20 7.47 ! ! 16 5.60 ! ! 12 3.73 ! ! 8 1.87 ! ! 4 DIMENSION 1 + -1.87 ! ! -4 -3.73 ! ! -8 -5.60 ! ! -12 -7.47 ! ! -16 -9.34 ! ! -20 -11.20 ! ! -24 -13.07 ! ! -28 -14.94 ! ! -32 -16.81 ! ! -36 -18.67 ! ! -40 -20.54 ! ! -44 -22.41 ! ! -48 -24.28 ! ! -52 -26.14 ! ! -56 -28.01 ! ! -60 -29.88 ! ! -64 -31.75 ! ! -68 -33.61 ! ! -72 -35.48 ! ! -76 -37.35 ! ! -80 -39.21 ! ! -84 -41.08 ! ! -88 -42.95 ! ! -92 -44.82 ! ! -96 -46.68 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -46.68 -37.35 -28.01 -18.67 -9.34 * 9.34 18.67 28.01 37.35 46.68 -42.02 -32.68 -23.34 -14.01 -4.67 4.67 14.01 23.34 32.68 42.02 POINT 6 OVERLAYS POINT(S) 4 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :1 DIMENSION 3 PLOTTED AGAINST DIMENSION 1 DIMENSION 3 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 46.68 ! 8 ! 100 44.82 ! ! 96 42.95 ! ! 92 41.08 ! 3 ! 88 39.21 ! 5 ! 84 37.35 ! 1 ! 80 35.48 ! 10 7 9 ! 76 33.61 ! 6 ! 72 31.75 ! ! 68 29.88 ! 2 ! 64 28.01 ! ! 60 26.14 ! ! 56 24.28 ! ! 52 22.41 ! ! 48 20.54 ! ! 44 18.67 ! ! 40 16.81 ! ! 36 14.94 ! ! 32 13.07 ! ! 28 11.20 ! ! 24 9.34 ! ! 20 7.47 ! ! 16 5.60 ! ! 12 3.73 ! ! 8 1.87 ! ! 4 DIMENSION 1 + -1.87 ! ! -4 -3.73 ! ! -8 -5.60 ! ! -12 -7.47 ! ! -16 -9.34 ! ! -20 -11.20 ! ! -24 -13.07 ! ! -28 -14.94 ! ! -32 -16.81 ! ! -36 -18.67 ! ! -40 -20.54 ! ! -44 -22.41 ! ! -48 -24.28 ! ! -52 -26.14 ! ! -56 -28.01 ! ! -60 -29.88 ! ! -64 -31.75 ! ! -68 -33.61 ! ! -72 -35.48 ! ! -76 -37.35 ! ! -80 -39.21 ! ! -84 -41.08 ! ! -88 -42.95 ! ! -92 -44.82 ! ! -96 -46.68 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -46.68 -37.35 -28.01 -18.67 -9.34 * 9.34 18.67 28.01 37.35 46.68 -42.02 -32.68 -23.34 -14.01 -4.67 4.67 14.01 23.34 32.68 42.02 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :1 DIMENSION 3 PLOTTED AGAINST DIMENSION 2 DIMENSION 3 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 46.68 ! ! 100 44.82 ! ! 96 42.95 ! ! 92 41.08 ! ! 88 39.21 ! ! 84 37.35 ! ! 80 35.48 ! ! 76 33.61 ! ! 72 31.75 ! ! 68 29.88 ! ! 64 28.01 ! ! 60 26.14 ! ! 56 24.28 ! ! 52 22.41 ! ! 48 20.54 ! ! 44 18.67 ! ! 40 16.81 ! ! 36 14.94 ! 9 ! 32 13.07 ! ! 28 11.20 ! ! 24 9.34 ! ! 20 7.47 ! ! 16 5.60 ! ! 12 3.73 ! 1 ! 8 1.87 ! 10 ! 4 DIMENSION 2 + -1.87 ! 6 4 ! -4 -3.73 ! 5 ! -8 -5.60 ! ! -12 -7.47 ! ! -16 -9.34 ! 7 ! -20 -11.20 ! ! -24 -13.07 ! 2 ! -28 -14.94 ! 3 ! -32 -16.81 ! 8 ! -36 -18.67 ! ! -40 -20.54 ! ! -44 -22.41 ! ! -48 -24.28 ! ! -52 -26.14 ! ! -56 -28.01 ! ! -60 -29.88 ! ! -64 -31.75 ! ! -68 -33.61 ! ! -72 -35.48 ! ! -76 -37.35 ! ! -80 -39.21 ! ! -84 -41.08 ! ! -88 -42.95 ! ! -92 -44.82 ! ! -96 -46.68 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -46.68 -37.35 -28.01 -18.67 -9.34 * 9.34 18.67 28.01 37.35 46.68 -42.02 -32.68 -23.34 -14.01 -4.67 4.67 14.01 23.34 32.68 42.02 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :2 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.66 ! ! 100 0.63 ! ! 96 0.60 ! ! 92 0.58 ! ! 88 0.55 ! ! 84 0.53 ! ! 80 0.50 ! ! 76 0.47 ! ! 72 0.45 ! ! 68 0.42 ! ! 64 0.39 ! ! 60 0.37 ! ! 56 0.34 ! ! 52 0.32 ! ! 48 0.29 ! ! 44 0.26 ! ! 40 0.24 ! ! 36 0.21 ! ! 32 0.18 ! ! 28 0.16 ! ! 24 0.13 ! ! 20 0.11 ! ! 16 0.08 ! ! 12 0.05 ! ! 8 0.03 ! ! 4 DIMENSION 1 + -0.03 ! ! -4 -0.05 ! ! -8 -0.08 ! ! -12 -0.11 ! ! -16 -0.13 ! ! -20 -0.16 ! ! -24 -0.18 ! ! -28 -0.21 ! ! -32 -0.24 ! ! -36 -0.26 ! ! -40 -0.29 ! ! -44 -0.32 ! ! -48 -0.34 ! 1 ! -52 -0.37 ! ! -56 -0.39 ! 5 ! -60 -0.42 ! 4 ! -64 -0.45 ! 6 2 ! -68 -0.47 ! 3 ! -72 -0.50 ! ! -76 -0.53 ! ! -80 -0.55 ! ! -84 -0.58 ! ! -88 -0.60 ! ! -92 -0.63 ! ! -96 -0.66 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.66-0.59-0.53-0.46-0.39-0.33-0.26-0.20-0.13-0.07 * 0.07 0.13 0.20 0.26 0.33 0.39 0.46 0.53 0.59 0.66 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :2 DIMENSION 3 PLOTTED AGAINST DIMENSION 1 DIMENSION 3 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.66 ! ! 100 0.63 ! ! 96 0.60 ! ! 92 0.58 ! ! 88 0.55 ! ! 84 0.53 ! ! 80 0.50 ! ! 76 0.47 ! ! 72 0.45 ! ! 68 0.42 ! ! 64 0.39 ! ! 60 0.37 ! ! 56 0.34 ! ! 52 0.32 ! ! 48 0.29 ! ! 44 0.26 ! ! 40 0.24 ! ! 36 0.21 ! ! 32 0.18 ! ! 28 0.16 ! ! 24 0.13 ! ! 20 0.11 ! ! 16 0.08 ! ! 12 0.05 ! ! 8 0.03 ! ! 4 DIMENSION 1 + -0.03 ! ! -4 -0.05 ! ! -8 -0.08 ! ! -12 -0.11 ! ! -16 -0.13 ! ! -20 -0.16 ! ! -24 -0.18 ! ! -28 -0.21 ! ! -32 -0.24 ! ! -36 -0.26 ! ! -40 -0.29 ! ! -44 -0.32 ! ! -48 -0.34 ! 1 ! -52 -0.37 ! ! -56 -0.39 ! 5 ! -60 -0.42 ! 4 ! -64 -0.45 ! 2 6 ! -68 -0.47 ! 3 ! -72 -0.50 ! ! -76 -0.53 ! ! -80 -0.55 ! ! -84 -0.58 ! ! -88 -0.60 ! ! -92 -0.63 ! ! -96 -0.66 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.66-0.59-0.53-0.46-0.39-0.33-0.26-0.20-0.13-0.07 * 0.07 0.13 0.20 0.26 0.33 0.39 0.46 0.53 0.59 0.66 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :2 DIMENSION 3 PLOTTED AGAINST DIMENSION 2 DIMENSION 3 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.66 ! ! 100 0.63 ! ! 96 0.60 ! ! 92 0.58 ! ! 88 0.55 ! ! 84 0.53 ! ! 80 0.50 ! ! 76 0.47 ! 4 ! 72 0.45 ! ! 68 0.42 ! ! 64 0.39 ! ! 60 0.37 ! 1 ! 56 0.34 ! ! 52 0.32 ! ! 48 0.29 ! ! 44 0.26 ! 5 ! 40 0.24 ! ! 36 0.21 ! ! 32 0.18 ! ! 28 0.16 ! ! 24 0.13 ! ! 20 0.11 ! ! 16 0.08 ! 2 ! 12 0.05 ! ! 8 0.03 ! ! 4 DIMENSION 2 + -0.03 ! ! -4 -0.05 ! ! -8 -0.08 ! ! -12 -0.11 ! ! -16 -0.13 ! ! -20 -0.16 ! ! -24 -0.18 ! ! -28 -0.21 ! ! -32 -0.24 ! ! -36 -0.26 ! ! -40 -0.29 ! ! -44 -0.32 ! ! -48 -0.34 ! ! -52 -0.37 ! ! -56 -0.39 ! ! -60 -0.42 ! 3 ! -64 -0.45 ! ! -68 -0.47 ! ! -72 -0.50 ! ! -76 -0.53 ! ! -80 -0.55 ! ! -84 -0.58 ! ! -88 -0.60 ! ! -92 -0.63 ! ! -96 -0.66 ! 6 !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.66-0.59-0.53-0.46-0.39-0.33-0.26-0.20-0.13-0.07 * 0.07 0.13 0.20 0.26 0.33 0.39 0.46 0.53 0.59 0.66 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :3 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.42 ! ! 100 0.40 ! ! 96 0.38 ! ! 92 0.37 ! ! 88 0.35 ! ! 84 0.33 ! ! 80 0.32 ! ! 76 0.30 ! ! 72 0.28 ! ! 68 0.27 ! ! 64 0.25 ! ! 60 0.23 ! ! 56 0.22 ! ! 52 0.20 ! ! 48 0.18 ! ! 44 0.17 ! ! 40 0.15 ! ! 36 0.13 ! ! 32 0.12 ! ! 28 0.10 ! ! 24 0.08 ! ! 20 0.07 ! ! 16 0.05 ! ! 12 0.03 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.03 ! ! -8 -0.05 ! ! -12 -0.07 ! ! -16 -0.08 ! ! -20 -0.10 ! ! -24 -0.12 ! ! -28 -0.13 ! ! -32 -0.15 ! ! -36 -0.17 ! ! -40 -0.18 ! ! -44 -0.20 ! ! -48 -0.22 ! 9 ! -52 -0.23 ! 7 14 12 ! -56 -0.25 ! 13 2 4 ! -60 -0.27 ! 6 ! -64 -0.28 ! 3 11 15 ! -68 -0.30 ! 1 10 ! -72 -0.32 ! 8 ! -76 -0.33 ! ! -80 -0.35 ! ! -84 -0.37 ! ! -88 -0.38 ! ! -92 -0.40 ! ! -96 -0.42 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.42-0.37-0.33-0.29-0.25-0.21-0.17-0.12-0.08-0.04 * 0.04 0.08 0.12 0.17 0.21 0.25 0.29 0.33 0.37 0.42 POINT 10 OVERLAYS POINT(S) 5 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :3 DIMENSION 3 PLOTTED AGAINST DIMENSION 1 DIMENSION 3 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.42 ! ! 100 0.40 ! ! 96 0.38 ! ! 92 0.37 ! ! 88 0.35 ! ! 84 0.33 ! ! 80 0.32 ! ! 76 0.30 ! ! 72 0.28 ! ! 68 0.27 ! ! 64 0.25 ! ! 60 0.23 ! ! 56 0.22 ! ! 52 0.20 ! ! 48 0.18 ! ! 44 0.17 ! ! 40 0.15 ! ! 36 0.13 ! ! 32 0.12 ! ! 28 0.10 ! ! 24 0.08 ! ! 20 0.07 ! ! 16 0.05 ! ! 12 0.03 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.03 ! ! -8 -0.05 ! ! -12 -0.07 ! ! -16 -0.08 ! ! -20 -0.10 ! ! -24 -0.12 ! ! -28 -0.13 ! ! -32 -0.15 ! ! -36 -0.17 ! ! -40 -0.18 ! ! -44 -0.20 ! ! -48 -0.22 ! 9 ! -52 -0.23 ! 12 14 7 ! -56 -0.25 ! 4 13 2 ! -60 -0.27 ! 6 ! -64 -0.28 ! 3 11 15 ! -68 -0.30 ! 10 1 ! -72 -0.32 ! 8 ! -76 -0.33 ! ! -80 -0.35 ! ! -84 -0.37 ! ! -88 -0.38 ! ! -92 -0.40 ! ! -96 -0.42 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.42-0.37-0.33-0.29-0.25-0.21-0.17-0.12-0.08-0.04 * 0.04 0.08 0.12 0.17 0.21 0.25 0.29 0.33 0.37 0.42 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :3 DIMENSION 3 PLOTTED AGAINST DIMENSION 2 DIMENSION 3 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.42 ! ! 100 0.40 ! ! 96 0.38 ! ! 92 0.37 ! ! 88 0.35 ! ! 84 0.33 ! ! 80 0.32 ! ! 76 0.30 ! 12 ! 72 0.28 ! ! 68 0.27 ! 9 ! 64 0.25 ! ! 60 0.23 ! ! 56 0.22 ! ! 52 0.20 ! ! 48 0.18 ! ! 44 0.17 ! ! 40 0.15 ! ! 36 0.13 ! ! 32 0.12 ! ! 28 0.10 ! ! 24 0.08 ! ! 20 0.07 ! ! 16 0.05 ! ! 12 0.03 ! ! 8 0.02 ! ! 4 DIMENSION 2 + -0.02 ! 14 ! -4 -0.03 ! 4 ! -8 -0.05 ! 6 ! -12 -0.07 ! ! -16 -0.08 ! ! -20 -0.10 ! ! -24 -0.12 ! ! -28 -0.13 ! ! -32 -0.15 ! ! -36 -0.17 ! ! -40 -0.18 ! 15 ! -44 -0.20 ! ! -48 -0.22 ! 10 5 ! -52 -0.23 ! ! -56 -0.25 ! ! -60 -0.27 ! ! -64 -0.28 ! 11 1 ! -68 -0.30 ! 7 ! -72 -0.32 ! ! -76 -0.33 ! 8 2 ! -80 -0.35 ! ! -84 -0.37 ! 13 ! -88 -0.38 ! ! -92 -0.40 ! 3 ! -96 -0.42 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.42-0.37-0.33-0.29-0.25-0.21-0.17-0.12-0.08-0.04 * 0.04 0.08 0.12 0.17 0.21 0.25 0.29 0.33 0.37 0.42 RUN NAME : CANDE TEST DATA TASK NAME : STEVE TAGGS GRIDS DATA CANONICAL DECOMPOSITION ANALYSIS OF 3 WAY TABLE IN 2 DIMENSIONS REACHED MAXIMUM OF 1 ITERATIONS ETEST= 0.00000000 HISTORY OF COMPUTATION ITERATION CORRELATIONS BETWEEN NORMALIZED RESIDUAL VARIANCE Y(DATA) AND YHAT (R**2) (1-R**2) 0 0.877878 0.770671 0.229329 1 0.878521 0.771799 0.228201 CANDE TEST DATA STEVE TAGGS GRIDS DATA SOLUTION IN 2DIMENSIONS FINAL MATRICES FINAL MATRIX : WAY 1 1 37.7925 0.7889 2 29.0122 -11.8988 3 40.7712 -14.4671 4 33.4373 -0.6771 5 38.2268 -3.3664 6 32.1545 -0.4981 7 34.7075 -8.6097 8 46.4984 -16.3023 9 34.3656 13.8481 10 34.1199 3.0509 FINAL MATRIX : WAY 2 1 -0.3211 0.3383 2 -0.4392 0.1388 3 -0.4445 -0.3622 4 -0.4046 0.4223 5 -0.3885 0.2198 6 -0.4379 -0.7131 FINAL MATRIX : WAY 3 1 -0.2830 -0.2837 2 -0.2439 -0.3094 3 -0.2688 -0.3816 4 -0.2479 -0.0062 5 -0.2876 -0.2135 6 -0.2570 -0.0495 7 -0.2255 -0.2935 8 -0.3019 -0.3319 9 -0.2159 0.2564 10 -0.2923 -0.2065 11 -0.2724 -0.2847 12 -0.2211 0.2844 13 -0.2350 -0.3663 14 -0.2239 -0.0050 15 -0.2747 -0.1712 SUMS OF PRODUCTS WAY : 1 113257.3838-1549.4353 2-1549.4353 904.5109 SUM OF SQUARES : 14161.89450 SUMS OF PRODUCTS WAY : 2 1 1.0000 0.0474 2 0.0474 1.0000 SUM OF SQUARES : 2.00000 SUMS OF PRODUCTS WAY : 3 1 1.0000 0.6543 2 0.6543 1.0000 SUM OF SQUARES : 2.00000 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :1 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 46.50 ! 8 ! 100 44.64 ! ! 96 42.78 ! ! 92 40.92 ! 3 ! 88 39.06 ! 5 1 ! 84 37.20 ! ! 80 35.34 ! 7 10 9 ! 76 33.48 ! 6 ! 72 31.62 ! ! 68 29.76 ! 2 ! 64 27.90 ! ! 60 26.04 ! ! 56 24.18 ! ! 52 22.32 ! ! 48 20.46 ! ! 44 18.60 ! ! 40 16.74 ! ! 36 14.88 ! ! 32 13.02 ! ! 28 11.16 ! ! 24 9.30 ! ! 20 7.44 ! ! 16 5.58 ! ! 12 3.72 ! ! 8 1.86 ! ! 4 DIMENSION 1 + -1.86 ! ! -4 -3.72 ! ! -8 -5.58 ! ! -12 -7.44 ! ! -16 -9.30 ! ! -20 -11.16 ! ! -24 -13.02 ! ! -28 -14.88 ! ! -32 -16.74 ! ! -36 -18.60 ! ! -40 -20.46 ! ! -44 -22.32 ! ! -48 -24.18 ! ! -52 -26.04 ! ! -56 -27.90 ! ! -60 -29.76 ! ! -64 -31.62 ! ! -68 -33.48 ! ! -72 -35.34 ! ! -76 -37.20 ! ! -80 -39.06 ! ! -84 -40.92 ! ! -88 -42.78 ! ! -92 -44.64 ! ! -96 -46.50 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -46.50 -37.20 -27.90 -18.60 -9.30 * 9.30 18.60 27.90 37.20 46.50 -41.85 -32.55 -23.25 -13.95 -4.65 4.65 13.95 23.25 32.55 41.85 POINT 6 OVERLAYS POINT(S) 4 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :2 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.71 ! ! 100 0.68 ! ! 96 0.66 ! ! 92 0.63 ! ! 88 0.60 ! ! 84 0.57 ! ! 80 0.54 ! ! 76 0.51 ! ! 72 0.48 ! ! 68 0.46 ! ! 64 0.43 ! ! 60 0.40 ! ! 56 0.37 ! ! 52 0.34 ! ! 48 0.31 ! ! 44 0.29 ! ! 40 0.26 ! ! 36 0.23 ! ! 32 0.20 ! ! 28 0.17 ! ! 24 0.14 ! ! 20 0.11 ! ! 16 0.09 ! ! 12 0.06 ! ! 8 0.03 ! ! 4 DIMENSION 1 + -0.03 ! ! -4 -0.06 ! ! -8 -0.09 ! ! -12 -0.11 ! ! -16 -0.14 ! ! -20 -0.17 ! ! -24 -0.20 ! ! -28 -0.23 ! ! -32 -0.26 ! ! -36 -0.29 ! ! -40 -0.31 ! ! -44 -0.34 ! 1 ! -48 -0.37 ! ! -52 -0.40 ! 5 ! -56 -0.43 ! 4 ! -60 -0.46 ! 6 3 2 ! -64 -0.48 ! ! -68 -0.51 ! ! -72 -0.54 ! ! -76 -0.57 ! ! -80 -0.60 ! ! -84 -0.63 ! ! -88 -0.66 ! ! -92 -0.68 ! ! -96 -0.71 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.71-0.64-0.57-0.50-0.43-0.36-0.29-0.21-0.14-0.07 * 0.07 0.14 0.21 0.29 0.36 0.43 0.50 0.57 0.64 0.71 CANDE TEST DATA STEVE TAGGS GRIDS DATA FINAL MATRICES WAY :3 DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.38 ! ! 100 0.37 ! ! 96 0.35 ! ! 92 0.34 ! ! 88 0.32 ! ! 84 0.31 ! ! 80 0.29 ! ! 76 0.27 ! ! 72 0.26 ! ! 68 0.24 ! ! 64 0.23 ! ! 60 0.21 ! ! 56 0.20 ! ! 52 0.18 ! ! 48 0.17 ! ! 44 0.15 ! ! 40 0.14 ! ! 36 0.12 ! ! 32 0.11 ! ! 28 0.09 ! ! 24 0.08 ! ! 20 0.06 ! ! 16 0.05 ! ! 12 0.03 ! ! 8 0.02 ! ! 4 DIMENSION 1 + -0.02 ! ! -4 -0.03 ! ! -8 -0.05 ! ! -12 -0.06 ! ! -16 -0.08 ! ! -20 -0.09 ! ! -24 -0.11 ! ! -28 -0.12 ! ! -32 -0.14 ! ! -36 -0.15 ! ! -40 -0.17 ! ! -44 -0.18 ! ! -48 -0.20 ! ! -52 -0.21 ! ! -56 -0.23 ! 7 14 9 12 ! -60 -0.24 !13 2 ! -64 -0.26 ! 6 4 ! -68 -0.27 ! 3 11 15 ! -72 -0.29 ! 1 5 ! -76 -0.31 ! 8 10 ! -80 -0.32 ! ! -84 -0.34 ! ! -88 -0.35 ! ! -92 -0.37 ! ! -96 -0.38 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.38-0.34-0.31-0.27-0.23-0.19-0.15-0.11-0.08-0.04 * 0.04 0.08 0.11 0.15 0.19 0.23 0.27 0.31 0.34 0.38 32. FINISH NORMAL END OF RUN. 32 CONTROL CARDS, 0 ERRORS, 0 WARNINGS.