General Linear Models Procedure Class Level Information Class Levels Values COW 87 10.C 1329.C 219.C 227.C 240.C 250.C 2503.C 251.C 2627.C 276.C 278.C 2821.C 2895.C 2900.C 2990.C 403.C 405.C 416.C 428.C 432.C 433.C 434.C 435.C 443.C 445.C 452.C 456.C 459.C 462.C 468.H 474.H 476.C 479.C 481.C 481.H 484.C 484.H 487.H 489.C 489.H 493.C 493.H 497.H 498.H 53.C 540.C 559.C 57.C 58.C 608.H 611.H 614.H 615.H 616.H 618.H 620.H 622.H 623.H 625.H 626.H 628.H 630.H 633.H 635.H 639.H 650.H 652.H 654.H 657.H 658.H 659.H 660.H 666.H 668.H 671.H 672.H 673.H 688.H 699.H 70.C 73.C 800.H 801.H 803.H 820.H 87.C 92.C HC 2 C H TRT 5 1 2 3 4 5 PER 3 Early Late Middle Number of observations in data set = 261 General Linear Models Procedure Dependent Variable: LDMI Sum of Mean Source DF Squares Square F Value Pr > F Model 106 1.17983509 0.01113052 13.33 0.0001 Error 154 0.12857586 0.00083491 Corrected Total 260 1.30841095 R-Square C.V. Root MSE LDMI Mean 0.901731 2.265728 0.0288948 1.2752978 Source DF Type I SS Mean Square F Value Pr > F HC 1 0.49990299 0.49990299 598.75 0.0001 TRT 4 0.22802081 0.05700520 68.28 0.0001 HC*TRT 4 0.01401182 0.00350295 4.20 0.0030 COW(HC*TRT) 77 0.25478453 0.00330889 3.96 0.0001 PER 2 0.09650461 0.04825231 57.79 0.0001 HC*PER 2 0.03563890 0.01781945 21.34 0.0001 TRT*PER 8 0.03525341 0.00440668 5.28 0.0001 HC*TRT*PER 8 0.01571803 0.00196475 2.35 0.0205 Source DF Type III SS Mean Square F Value Pr > F HC 1 0.50494942 0.50494942 604.80 0.0001 TRT 4 0.23094539 0.05773635 69.15 0.0001 HC*TRT 4 0.01401182 0.00350295 4.20 0.0030 COW(HC*TRT) 77 0.25478453 0.00330889 3.96 0.0001 PER 2 0.09775795 0.04887898 58.54 0.0001 HC*PER 2 0.04027183 0.02013591 24.12 0.0001 TRT*PER 8 0.03590226 0.00448778 5.38 0.0001 HC*TRT*PER 8 0.01571803 0.00196475 2.35 0.0205 Tests of Hypotheses using the Type III MS for COW(HC*TRT) as an error term Source DF Type III SS Mean Square F Value Pr > F HC 1 0.50494942 0.50494942 152.60 0.0001 TRT 4 0.23094539 0.05773635 17.45 0.0001 HC*TRT 4 0.01401182 0.00350295 1.06 0.3828 The MIXED Procedure Class Level Information Class Levels Values COW 87 10.C 1329.C 219.C 227.C 240.C 250.C 2503.C 251.C 2627.C 276.C 278.C 2821.C 2895.C 2900.C 2990.C 403.C 405.C 416.C 428.C 432.C 433.C 434.C 435.C 443.C 445.C 452.C 456.C 459.C 462.C 468.H 474.H 476.C 479.C 481.C 481.H 484.C 484.H 487.H 489.C 489.H 493.C 493.H 497.H 498.H 53.C 540.C 559.C 57.C 58.C 608.H 611.H 614.H 615.H 616.H 618.H 620.H 622.H 623.H 625.H 626.H 628.H 630.H 633.H 635.H 639.H 650.H 652.H 654.H 657.H 658.H 659.H 660.H 666.H 668.H 671.H 672.H 673.H 688.H 699.H 70.C 73.C 800.H 801.H 803.H 820.H 87.C 92.C HC 2 C H TRT 5 1 2 3 4 5 PER 3 Early Late Middle The MIXED Procedure REML Estimation Iteration History Iteration Evaluations Objective Criterion 0 1 -1182.894464 1 1 -1235.556894 0.00000000 Convergence criteria met. The MIXED Procedure Covariance Parameter Estimates (REML) Cov Parm Ratio Estimate Std Error Z Pr > |Z| COW(HC*TRT) 0.98772610 0.00082466 0.00018057 4.57 0.0000 Residual 1.00000000 0.00083491 0.00009515 8.77 0.0000 The MIXED Procedure Model Fitting Information for LDMI Description Value Observations 261.0000 Variance Estimate 0.0008 Standard Deviation Estimate 0.0289 REML Log Likelihood 405.5036 Akaike's Information Criterion 403.5036 Schwarz's Bayesian Criterion 400.0612 -2 REML Log Likelihood -811.007 The MIXED Procedure Tests of Fixed Effects Source NDF DDF Type III F Pr > F HC 1 77 152.28 0.0000 TRT 4 77 17.47 0.0000 HC*TRT 4 77 1.06 0.3828 PER 2 154 58.54 0.0000 HC*PER 2 154 24.12 0.0000 TRT*PER 8 154 5.38 0.0000 HC*TRT*PER 8 154 2.35 0.0205 The MIXED Procedure CONTRAST Statement Results Source NDF DDF F Pr > F linear trt 1 154 56.40 0.0000 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| HC*TRT C 1 1.33335635 0.01174182 154 113.56 0.0000 HC*TRT C 2 1.34578850 0.01050221 154 128.14 0.0000 HC*TRT C 3 1.32850316 0.01174182 154 113.14 0.0000 HC*TRT C 4 1.31114500 0.01107030 154 118.44 0.0000 HC*TRT C 5 1.27374110 0.01107030 154 115.06 0.0000 HC*TRT H 1 1.26734338 0.01174182 154 107.93 0.0000 HC*TRT H 2 1.24818324 0.01050221 154 118.85 0.0000 HC*TRT H 3 1.24628562 0.01174182 154 106.14 0.0000 HC*TRT H 4 1.22623135 0.01107030 154 110.77 0.0000 HC*TRT H 5 1.16340322 0.01174182 154 99.08 0.0000 Plot of LSMEAN*TRT. Symbol is value of HC. | | 1.35000000 + | C | C | C | | C | 1.30000000 + | | | L | C S | H M | E 1.25000000 + H A | H N | | H | | | 1.20000000 + | | | | | H | 1.15000000 + | ---+------------+------------+------------+------------+-- 1 2 3 4 5 TRT The MIXED Procedure Class Level Information Class Levels Values COW 87 10.C 1329.C 219.C 227.C 240.C 250.C 2503.C 251.C 2627.C 276.C 278.C 2821.C 2895.C 2900.C 2990.C 403.C 405.C 416.C 428.C 432.C 433.C 434.C 435.C 443.C 445.C 452.C 456.C 459.C 462.C 468.H 474.H 476.C 479.C 481.C 481.H 484.C 484.H 487.H 489.C 489.H 493.C 493.H 497.H 498.H 53.C 540.C 559.C 57.C 58.C 608.H 611.H 614.H 615.H 616.H 618.H 620.H 622.H 623.H 625.H 626.H 628.H 630.H 633.H 635.H 639.H 650.H 652.H 654.H 657.H 658.H 659.H 660.H 666.H 668.H 671.H 672.H 673.H 688.H 699.H 70.C 73.C 800.H 801.H 803.H 820.H 87.C 92.C HC 2 C H TRT 5 1 2 3 4 5 PER 3 Early Late Middle The MIXED Procedure REML Estimation Iteration History Iteration Evaluations Objective Criterion 0 1 -1182.894464 1 1 -1235.556894 0.00000000 Convergence criteria met. The MIXED Procedure Covariance Parameter Estimates (REML) Cov Parm Ratio Estimate Std Error Z Pr > |Z| COW(HC*TRT) 0.98772610 0.00082466 0.00018057 4.57 0.0000 Residual 1.00000000 0.00083491 0.00009515 8.77 0.0000 The MIXED Procedure Model Fitting Information for LDMI Description Value Observations 261.0000 Variance Estimate 0.0008 Standard Deviation Estimate 0.0289 REML Log Likelihood 405.5036 Akaike's Information Criterion 403.5036 Schwarz's Bayesian Criterion 400.0612 -2 REML Log Likelihood -811.007 The MIXED Procedure Tests of Fixed Effects Source NDF DDF Type III F Pr > F HC 1 77 152.28 0.0000 TRT 4 77 17.47 0.0000 HC*TRT 4 77 1.06 0.3828 PER 2 154 58.54 0.0000 HC*PER 2 154 24.12 0.0000 TRT*PER 8 154 5.38 0.0000 HC*TRT*PER 8 154 2.35 0.0205 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| HC*TRT*PER C 1 Early 1.33869126 0.01440299 154 92.95 0.0000 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| HC*TRT*PER C 1 Late 1.31303457 0.01440299 154 91.16 0.0000 HC*TRT*PER C 1 Middle 1.34834321 0.01440299 154 93.62 0.0000 HC*TRT*PER C 2 Early 1.33311556 0.01288243 154 103.48 0.0000 HC*TRT*PER C 2 Late 1.33586415 0.01288243 154 103.70 0.0000 HC*TRT*PER C 2 Middle 1.36838578 0.01288243 154 106.22 0.0000 HC*TRT*PER C 3 Early 1.34263521 0.01440299 154 93.22 0.0000 HC*TRT*PER C 3 Late 1.28748616 0.01440299 154 89.39 0.0000 HC*TRT*PER C 3 Middle 1.35538811 0.01440299 154 94.10 0.0000 HC*TRT*PER C 4 Early 1.30809111 0.01357927 154 96.33 0.0000 HC*TRT*PER C 4 Late 1.30182161 0.01357927 154 95.87 0.0000 HC*TRT*PER C 4 Middle 1.32352227 0.01357927 154 97.47 0.0000 HC*TRT*PER C 5 Early 1.24683474 0.01357927 154 91.82 0.0000 HC*TRT*PER C 5 Late 1.27597864 0.01357927 154 93.97 0.0000 HC*TRT*PER C 5 Middle 1.29840991 0.01357927 154 95.62 0.0000 HC*TRT*PER H 1 Early 1.23059589 0.01440299 154 85.44 0.0000 HC*TRT*PER H 1 Late 1.27890313 0.01440299 154 88.79 0.0000 HC*TRT*PER H 1 Middle 1.29253113 0.01440299 154 89.74 0.0000 HC*TRT*PER H 2 Early 1.22229504 0.01288243 154 94.88 0.0000 HC*TRT*PER H 2 Late 1.24345412 0.01288243 154 96.52 0.0000 HC*TRT*PER H 2 Middle 1.27880057 0.01288243 154 99.27 0.0000 HC*TRT*PER H 3 Early 1.19999769 0.01440299 154 83.32 0.0000 HC*TRT*PER H 3 Late 1.25153866 0.01440299 154 86.89 0.0000 HC*TRT*PER H 3 Middle 1.28732051 0.01440299 154 89.38 0.0000 HC*TRT*PER H 4 Early 1.21410096 0.01357927 154 89.41 0.0000 HC*TRT*PER H 4 Late 1.21820997 0.01357927 154 89.71 0.0000 HC*TRT*PER H 4 Middle 1.24638313 0.01357927 154 91.79 0.0000 HC*TRT*PER H 5 Early 1.08964054 0.01440299 154 75.65 0.0000 HC*TRT*PER H 5 Late 1.20183410 0.01440299 154 83.44 0.0000 HC*TRT*PER H 5 Middle 1.19873503 0.01440299 154 83.23 0.0000 PER=Early Plot of LSMEAN*TRT. Symbol is value of HC. | 1.35000000 + | C C | C | | | C 1.30000000 + | | | | | 1.25000000 + C | | H L | H S | H M | E 1.20000000 + H A | N | | | | 1.15000000 + | | | | | 1.10000000 + | H | | | | 1.05000000 + ---+------------+------------+------------+------------+-- 1 2 3 4 5 TRT PER=Late Plot of LSMEAN*TRT. Symbol is value of HC. | 1.34000000 + | C | | | 1.32000000 + | | C | | 1.30000000 + C | | | C | L 1.28000000 + H S | C M | E | A | N 1.26000000 + | | H | | H 1.24000000 + | | | | 1.22000000 + H | | | | 1.20000000 + H | ---+------------+------------+------------+------------+-- 1 2 3 4 5 TRT PER=Middle Plot of LSMEAN*TRT. Symbol is value of HC. | 1.37500000 + | C | | | C 1.35000000 + C | | | | 1.32500000 + C | | | | L 1.30000000 + C S | H M | E | H A | H N 1.27500000 + | | | | 1.25000000 + | H | | | 1.22500000 + | | | | 1.20000000 + H | ---+------------+------------+------------+------------+-- 1 2 3 4 5 TRT