General Linear Models Procedure Class Level Information Class Levels Values GENO 3 A B H LAT 3 25 35 45 Number of observations in data set = 9 General Linear Models Procedure Dependent Variable: Y Sum of Mean Source DF Squares Square F Value Pr > F Model 4 1603.9127182 400.9781796 3.69 0.1168 Error 4 434.1614599 108.5403650 Corrected Total 8 2038.0741781 R-Square C.V. Root MSE Y Mean 0.786975 10.39214 10.418271 100.25140 Source DF Type I SS Mean Square F Value Pr > F GENO 2 1546.9004251 773.4502125 7.13 0.0480 LAT 2 57.0122931 28.5061466 0.26 0.7813 Source DF Type III SS Mean Square F Value Pr > F GENO 2 1546.9004251 773.4502125 7.13 0.0480 LAT 2 57.0122931 28.5061466 0.26 0.7813 General Linear Models Procedure Least Squares Means LAT Y Std Err Pr > |T| LSMEAN LSMEAN H0:LSMEAN=0 25 96.770723 6.014991 0.0001 35 101.346990 6.014991 0.0001 45 102.636493 6.014991 0.0001 General Linear Models Procedure Least Squares Means GENO Y Std Err Pr > |T| LSMEAN LSMEAN H0:LSMEAN=0 A 82.807013 6.014991 0.0002 B 103.534230 6.014991 0.0001 H 114.412963 6.014991 0.0001 General Linear Models Procedure Class Level Information Class Levels Values GENO 3 A B H LAT 3 25 35 45 Number of observations in data set = 9 General Linear Models Procedure Dependent Variable: Y Sum of Mean Source DF Squares Square F Value Pr > F Model 5 2035.9009848 407.1801970 562.09 0.0001 Error 3 2.1731933 0.7243978 Corrected Total 8 2038.0741781 R-Square C.V. Root MSE Y Mean 0.998934 0.848981 0.8511156 100.25140 Source DF Type I SS Mean Square F Value Pr > F GENO 2 1546.9004251 773.4502125 1067.71 0.0001 LAT 2 57.0122931 28.5061466 39.35 0.0070 INTER 1 431.9882665 431.9882665 596.34 0.0002 T for H0: Pr > |T| Std Error of Parameter Estimate Parameter=0 Estimate INTERCEPT -1308.242019 B -22.42 0.0002 58.35866100 GENO A 622.776362 B 23.23 0.0002 26.80588336 B 238.030732 B 23.30 0.0002 10.21647386 H 0.000000 B . . . LAT 25 116.928387 B 23.03 0.0002 5.07619863 35 26.324494 B 19.83 0.0003 1.32725930 45 0.000000 B . . . INTER 0.209963 24.42 0.0002 0.00859794 NOTE: The X'X matrix has been found to be singular and a generalized inverse was used to solve the normal equations. Estimates followed by the letter 'B' are biased, and are not unique estimators of the parameters. Plot of Y*LAT. Symbol is value of GENO. Plot of PTUKEY*LAT. Symbol used is '*'. Y | 130 + | | | | H * | 120 + | H * | | | | 110 + | B * | | B * | | 100 +H * |B * | | | |A * 90 + | | | | | 80 + A * | | * | A | | 70 + | -+-----------------------------------+-----------------------------------+- 25 35 45 LAT Plot of Y*LSMEAN. Symbol is value of GENO. Y | | 130 + | | | | H | 120 + | H | | | | 110 + | B | | B | | 100 + H | B | | | | A 90 + | | | | | 80 + A | | | A | | 70 + | --+---------+---------+---------+---------+---------+---------+---------+-- 96 97 98 99 100 101 102 103 LSMEAN Plot of PTUKEY*LSMEAN. Symbol is value of GENO. PTUKEY | | 130 + | | | | H | 120 + | H | | | | 110 + | B | | B | | 100 + H | B | | | | A 90 + | | | | | 80 + A | | A | | | 70 + | -+---------+---------+---------+---------+---------+---------+---------+ 96 97 98 99 100 101 102 103 LSMEAN Plot of Y*LSMEAN. Symbol is value of LAT. Y | | 130 + | | | | 4 | 120 + | 3 | | | | 110 + | 4 | | 3 | | 100 + 2 | 2 | | | | 2 90 + | | | | | 80 + 3 | | | 4 | | 70 + | --+---------+---------+---------+---------+---------+---------+---------+-- 80 85 90 95 100 105 110 115 LSMEAN Plot of PTUKEY*LSMEAN. Symbol is value of LAT. PTUKEY | | 130 + | | | | 4 | 120 + | 3 | | | | 110 + | 4 | | 3 | | 100 + 2 | 2 | | | | 2 90 + | | | | | 80 + 3 | | 4 | | | 70 + | -+---------+---------+---------+---------+---------+---------+---------+ 80 85 90 95 100 105 110 115 LSMEAN General Linear Models Procedure Class Level Information Class Levels Values GENO 3 A B H LAT 3 25 35 45 Number of observations in data set = 9 General Linear Models Procedure Dependent Variable: Y Sum of Mean Source DF Squares Square F Value Pr > F Model 6 2037.2105019 339.5350837 786.26 0.0013 Error 2 0.8636762 0.4318381 Corrected Total 8 2038.0741781 R-Square C.V. Root MSE Y Mean 0.999576 0.655496 0.6571439 100.25140 Source DF Type I SS Mean Square F Value Pr > F GENO 2 1546.9004251 773.4502125 1791.07 0.0006 LAT 2 57.0122931 28.5061466 66.01 0.0149 PRED*LAT 2 433.2977837 216.6488919 501.69 0.0020 Source DF Type III SS Mean Square F Value Pr > F GENO 1 0.00000000 0.00000000 0.00 1.0000 LAT 1 1.81724951 1.81724951 4.21 0.1767 PRED*LAT 2 433.29778370 216.64889185 501.69 0.0020 General Linear Models Procedure Class Level Information Class Levels Values GENO 3 A B H LAT 3 25 35 45 Number of observations in data set = 9 General Linear Models Procedure Dependent Variable: Y Sum of Mean Source DF Squares Square F Value Pr > F Model 6 2036.0041605 339.3340268 327.86 0.0030 Error 2 2.0700175 1.0350088 Corrected Total 8 2038.0741781 R-Square C.V. Root MSE Y Mean 0.998984 1.014803 1.0173538 100.25140 Source DF Type I SS Mean Square F Value Pr > F GENO 2 1546.9004251 773.4502125 747.29 0.0013 LAT 2 57.0122931 28.5061466 27.54 0.0350 PRED*GENO 2 432.0914423 216.0457212 208.74 0.0048 Source DF Type III SS Mean Square F Value Pr > F GENO 1 3.59179042 3.59179042 3.47 0.2035 LAT 1 0.00000000 0.00000000 0.00 1.0000 PRED*GENO 2 432.09144232 216.04572116 208.74 0.0048 Plot of PRED1*LSMEAN. Symbol is value of GENO. PRED1 | | 130 + | | | H | | 120 + | H | | | | 110 + | B | | B | | 100 + H | B | | | | A 90 + | | | | | 80 + A | | A | | | 70 + | -+---------+---------+---------+---------+---------+---------+---------+- 96 97 98 99 100 101 102 103 LSMEAN Plot of PRED2*LSMEAN. Symbol is value of GENO. PRED2 | | 130 + | | | | H | 120 + | H | | | | 110 + | | B | B | | 100 + H | B | | | | A 90 + | | | | | 80 + A | | A | | | 70 + | -+---------+---------+---------+---------+---------+---------+---------+- 96 97 98 99 100 101 102 103 LSMEAN Plot of PRED1*LSMEAN. Symbol is value of LAT. PRED1 | | 130 + | | | 4 | | 120 + | 3 | | | | 110 + | 4 | | 3 | | 100 + 2 | 2 | | | | 2 90 + | | | | | 80 + 3 | | 4 | | | 70 + | -+---------+---------+---------+---------+---------+---------+---------+- 80 85 90 95 100 105 110 115 LSMEAN Plot of PRED2*LSMEAN. Symbol is value of LAT. PRED2 | | 130 + | | | | 4 | 120 + | 3 | | | | 110 + | | 4 | 3 | | 100 + 2 | 2 | | | | 2 90 + | | | | | 80 + 3 | | 4 | | | 70 + | -+---------+---------+---------+---------+---------+---------+---------+- 80 85 90 95 100 105 110 115 LSMEAN