_ (PPA S) MEASURES ON A DOZEN EGGS VARIABLE EGG LENGTH WIDTH VOLUME ROW FURROW COLOR 1 .766 .636 2.031 BACK 1.000 BROWN 2 .735 .620 1.982 BACK 2.000 WHITE 3 .742 .628 1.995 BACK 3.000 WHITE 4 .760 .628 2.019 BACK 4.000 BROWN 5 .786 .624 2.031 BACK 5.000 BROWN 6 .754 .616 1.956 BACK 6.000 BROWN 7 .775 .616 2.007 FRONT 1.000 WHITE 8 .772 .624 1.995 FRONT 2.000 WHITE 9 .789 .611 1.995 FRONT 3.000 BROWN 10 .766 .607 1.995 FRONT 4.000 WHITE 11 .769 .616 1.995 FRONT 5.000 BROWN 12 .748 .624 2.007 FRONT 6.000 BROWN [Array 1: EGG=12 VARIABLE=6] _ [PPA (MPROD (QUOTE ((2 -1 3) (1 -2 -1))) (QUOTE ((3 -1) (1 2) (-1 1] Matrix product of Array 4 and Array 5 2 -1 2 -6 [Array 6: 1=2 2=2] _ [PPA (TRANSLATE [AT S (QUOTE ((FURROW] (QUOTE ((NIL 2 1) (3 4 2) (5 NIL 3] Translate of Selected VARIABLES from MEASURES ON A DOZEN EGGS and Array 10 VARIABLE EGG FURROW 1 1 2 1 3 2 4 2 5 3 6 3 7 1 8 1 9 2 10 2 11 3 12 3 [Array 11: EGG=12 VARIABLE=1] _ [SETQ TABLE (COUNTS (GROUP (AT S (QUOTE (ALL (ROW COLOR] [Array 16: ROW=2 COLOR=2] _ (PPA TABLE) Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR COLOR ROW BROWN WHITE BACK 4 2 FRONT 3 3 [Array 16: ROW=2 COLOR=2] _ (SETQ ROWTOT (RPLUS (KEEP TABLE 1))) [Array 19: ROW=2] _ (PPA ROWTOT) Rplus of Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR keeping ROW ROW BACK FRONT 6 6 [Array 19: ROW=2] _ (SETQ COLTOT (RPLUS (KEEP TABLE 2))) [Array 22: COLOR=2] _ (PPA COLTOT) Rplus of Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR keeping COLOR COLOR BROWN WHITE 7 5 [Array 22: COLOR=2] _ (PPA (QUOTIENT (KEEP TABLE 2) COLTOT)) Quotient of Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR keeping COLOR and Rplus of Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR keeping COLOR COLOR ROW BROWN WHITE BACK .571 .400 FRONT .429 .600 [Array 26: ROW=2 COLOR=2] _ (SETQ D (DEAL 7)) [Array 27: 1=7] _ (PPA D) Deal of 7 2 7 3 4 6 5 1 [Array 27: 1=7] _ (SETQ L (GENVEC 1 13)) [Array 28: 1=13] _ (PPA L) 1->13 1 1 2 3 4 5 6 7 1 2 3 4 5 6 7 1 8 9 10 11 12 13 8 9 10 11 12 13 [Array 28: 1=13] _ [PPA (RESHAPE L (QUOTE (5 2 2] Values from 1->13 1 = 1 3 2 1 2 1 1 2 2 3 4 1 = 2 3 2 1 2 1 5 6 2 7 8 1 = 3 3 2 1 2 1 9 10 2 11 12 1 = 4 3 2 1 2 1 13 1 2 2 3 1 = 5 3 2 1 2 1 4 5 2 6 7 [Array 30: 1=5 2=2 3=2] _ (SETQ NEWS (COPY S)) [Array 32: EGG=12 VARIABLE=6] _ (ASSIGN (AT NEWS (LABEL 2 (QUOTE FURROW))) (QUOTE HALF)) HALF _ [ASSIGN (AT NEWS (QUOTE (ALL HALF))) ([ELAMBDA ((A SCALAR)) (COND ((LESSP A 4) 1) (T 2))] (AT NEWS (QUOTE (ALL HALF] [Array 35: EGG=12] _ [ASSIGN (AT NEWS (CODE (QUOTE HALF))) (QUOTE ((1 LEFT) (2 RIGHT] ((1 LEFT) (2 RIGHT)) _ (PPA NEWS) Copy of MEASURES ON A DOZEN EGGS VARIABLE EGG LENGTH WIDTH VOLUME ROW HALF COLOR 1 .766 .636 2.031 BACK LEFT BROWN 2 .735 .620 1.982 BACK LEFT WHITE 3 .742 .628 1.995 BACK LEFT WHITE 4 .760 .628 2.019 BACK RIGHT BROWN 5 .786 .624 2.031 BACK RIGHT BROWN 6 .754 .616 1.956 BACK RIGHT BROWN 7 .775 .616 2.007 FRONT LEFT WHITE 8 .772 .624 1.995 FRONT LEFT WHITE 9 .789 .611 1.995 FRONT LEFT BROWN 10 .766 .607 1.995 FRONT RIGHT WHITE 11 .769 .616 1.995 FRONT RIGHT BROWN 12 .748 .624 2.007 FRONT RIGHT BROWN [Array 32: EGG=12 VARIABLE=6] _ [SETQ PAR (MOMENTS (GROUP [AT NEWS (QUOTE (ALL (ROW HALF] (AT NEWS (QUOTE (ALL VOLUME] [Array 44: ROW=2 HALF=2 Moment=3] _ (SETQQ PRECISION (3 7)) (3 7) _ (PPA PAR) Moments of Group of VARIABLE VOLUME from Copy of MEASURES ON A DOZEN EGGS by Selected VARIABLES from Copy of MEASURES ON A DOZEN EGGS keeping ROW and HALF ROW = BACK Moment HALF N Mean Variance LEFT 3.0000000 2.0026667 .0006443 RIGHT 3.0000000 2.0020000 .0016230 ROW = FRONT Moment HALF N Mean Variance LEFT 3.0000000 1.9990000 .0000480 RIGHT 3.0000000 1.9990000 .0000480 [Array 44: ROW=2 HALF=2 Moment=3] _ (SETQQ PRECISION (4 3)) (4 3) _ (SETQ AN.VAR (ANOVA PAR)) [Array 46: Source=5 Column=5] _ (PPA AN.VAR) Anova of Moments of Group of VARIABLE VOLUME from Copy of MEASURES ON A DOZEN EGGS by Selected VARIABLES from Copy of MEASURES ON A DOZEN EGGS keeping ROW and HALF Column Source SumSq df MS F p Gnd-mean 48.032 1.000 48.032 81295.353 0.000 ROW .000 1.000 .000 .056 .818 HALF .000 1.000 .000 .001 .982 R*H .000 1.000 .000 .001 .982 Error .005 8.000 .001 NIL NIL [Array 46: Source=5 Column=5] _ [PPA (QUOTIENT TABLE (RPLUS (KEEP TABLE 1] Quotient of Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR and Rplus of Counts of Group of 1 by Selected VARIABLES from MEASURES ON A DOZEN EGGS keeping ROW and COLOR keeping ROW COLOR ROW BROWN WHITE BACK .667 .333 FRONT .500 .500 [Array 52: ROW=2 COLOR=2] _ [SETQ CR (COVAR (AT S (QUOTE (ALL (WIDTH LENGTH VOLUME] [Array 54: VARIABLE=4 VARIABLE=4] _ (PPA CR) Covariations of Selected VARIABLES from MEASURES ON A DOZEN EGGS VARIABLE VARIABLE WIDTH LENGTH VOLUME Constant WIDTH .001 LENGTH -.000 .003 VOLUME .001 .002 .005 Constant .621 .763 2.001 -.083 [Array 54: VARIABLE=4 VARIABLE=4] _ (PPA (NORM CR)) Correlations of Selected VARIABLES from MEASURES ON A DOZEN EGGS VARIABLE VARIABLE WIDTH LENGTH VOLUME WIDTH 1.000 LENGTH -.257 1.000 VOLUME .555 .398 1.000 [Array 55: VARIABLE=3 VARIABLE=3] _ (SETQ REGR (SWEEP CR 1)) [Array 56: VARIABLE=4 VARIABLE=4] _ (PPA REGR) Sweep of Crossproducts of Selected VARIABLES from MEASURES ON A DOZEN EGGS, Swept out: Constant WIDTH VARIABLE VARIABLE WIDTH LENGTH VOLUME Constant WIDTH -1390.918 LENGTH -.527 .003 VOLUME 1.427 .002 .003 Constant 863.401 1.091 1.115 -536.032 [Array 56: VARIABLE=4 VARIABLE=4] _ (SETQ REGR (SWEEP REGR (QUOTE LENGTH))) [Array 57: VARIABLE=4 VARIABLE=4] _ (PPA REGR) Sweep of Crossproducts of Selected VARIABLES from MEASURES ON A DOZEN EGGS, Swept out: Constant LENGTH WIDTH VARIABLE VARIABLE WIDTH LENGTH VOLUME Constant WIDTH -1489.548 LENGTH -187.122 -355.010 VOLUME 1.811 .728 .002 Constant 1067.473 387.169 .321 -958.274 [Array 57: VARIABLE=4 VARIABLE=4] _ (SETQ REGR (SWEEP REGR NIL 2)) [Array 58: VARIABLE=4 VARIABLE=4] _ (PPA REGR) Sweep of Crossproducts of Selected VARIABLES from MEASURES ON A DOZEN EGGS, Swept out: Constant WIDTH VARIABLE VARIABLE WIDTH LENGTH VOLUME Constant WIDTH -1390.918 LENGTH -.527 .003 VOLUME 1.427 .002 .003 Constant 863.401 1.091 1.115 -536.032 [Array 58: VARIABLE=4 VARIABLE=4] _ [SETQ COEF (AT REGR (QUOTE (VOLUME WIDTH] [Scalar 59: 1.427315] _ [SETQ CONST (AT REGR (QUOTE (VOLUME Constant] [Scalar 60: 1.114673] _ (SETQ RESID (DIFFERENCE (AT S (QUOTE (ALL VOLUME))) (PLUS [TIMES COEF (AT S (QUOTE (ALL WIDTH] CONST))) [Array 69: EGG=12] _ (PPA RESID) Difference of VARIABLE VOLUME from MEASURES ON A DOZEN EGGS and Plus of Times of 1.427315 and VARIABLE WIDTH from MEASURES ON A DOZEN EGGS and 1.114673 EGG 1 2 3 4 5 6 7 .009 -.017 -.016 .008 .026 -.037 .014 EGG 8 9 10 11 12 -.010 .008 .014 .002 .002 [Array 69: EGG=12] _ (PLOT RESID) Plot of Difference of VARIABLE VOLUME from MEASURES ON A DOZEN EGGS and Plus of Times of 1.427315 and VARIABLE WIDTH from MEASURES ON A DOZEN EGGS and 1.114673 and 1 -> 12 .026 | * | | | | | | * * | | |* * * | | | * * | | | -.006 | | | * | | | * | * | | | | | | | | | -.038 | * :---------------------------:--------------------------: 1.0 6.6 12.0 X-axis plotted in increments of .2 Y-axis plotted in increments of .002 [Array 69: EGG=12] _ (HIST L) Histogram of 1->13 1 |* 2 |** 3 |*** 4 |**** 5 |***** 6 |****** 7 |******* 8 |******** 9 |********* 10 |********** 11 |*********** 12 |************ 13 |************* Each * indicates 1. The | is at 0. [Array 28: 1=13] _ (SETQ L (DIFFERENCE L 8)) [Array 72: 1=13] _ (HIST L) Histogram of Difference of 1->13 and 8 1 *******| 2 ******| 3 *****| 4 ****| 5 ***| 6 **| 7 *| 8 | 9 |* 10 |** 11 |*** 12 |**** 13 |***** Each * indicates 1. The | is at 0. [Array 72: 1=13] Speed: 7992.132 K PDP10 instrs Space: 983 conses 27.251 CPU secs 194 large integers 101.248 real secs 217 floating numbers 0 gc time 80 array frames 65 genstateblocks 127 page faults 381 rows load average = .6999311 1009 row elements