AGE=1 General Linear Models Procedure Class Level Information Class Levels Values HERD 2 1 2 TRT 2 1 2 COW 57 1639 1645 1651 1655 1657 1664 1667 1669 1672 1677 1678 1682 1687 1689 1695 1696 1697 1698 2081 2111 2112 2114 2120 2121 2122 2136 2138 2145 2146 2148 2151 2156 2157 2158 2160 2164 2165 2168 2174 2175 2182 2191 2195 2196 2198 2201 2203 2208 2209 2215 2218 2219 2220 2226 2231 2232 2233 SEASON 4 1 2 3 4 Number of observations in by group = 160 AGE=1 General Linear Models Procedure Dependent Variable: MILK Sum of Mean Source DF Squares Square F Value Pr > F Model 62 15014.392248 242.167617 1.58 0.0220 Error 97 14902.246083 153.631403 Corrected Total 159 29916.638331 R-Square C.V. Root MSE MILK Mean 0.501874 22.83087 12.394814 54.289713 Source DF Type III SS Mean Square F Value Pr > F HERD 1 2437.668231 2437.668231 15.87 0.0001 TRT 1 800.864174 800.864174 5.21 0.0246 COW(HERD*TRT) 54 12796.512086 236.972446 1.54 0.0320 SEASON 3 788.314779 262.771593 1.71 0.1699 TRT*SEASON 3 190.108502 63.369501 0.41 0.7444 Tests of Hypotheses using the Type III MS for COW(HERD*TRT) as an error term Source DF Type III SS Mean Square F Value Pr > F HERD 1 2437.6682308 2437.6682308 10.29 0.0023 TRT 1 800.8641745 800.8641745 3.38 0.0715 AGE=1 General Linear Models Procedure Level of -------------MILK------------ SEASON N Mean SD 1 35 55.8136571 17.1537622 2 36 53.8096667 13.6366192 3 34 53.0170882 11.8238281 4 55 54.4208545 12.6523964 Level of Level of -------------MILK------------ TRT SEASON N Mean SD 1 1 21 56.6176190 19.4912014 1 2 24 52.9380417 14.8447627 1 3 21 53.3799524 12.0145468 1 4 30 58.2240667 9.3930146 2 1 14 54.6077143 13.5092012 2 2 12 55.5529167 11.2224100 2 3 13 52.4309231 11.9696756 2 4 25 49.8570000 14.6219077 AGE=1 General Linear Models Procedure Least Squares Means Standard Errors and Probabilities calculated using the Type III MS for COW(HERD*TRT) as an Error term TRT MILK Std Err Pr > |T| Pr > |T| H0: LSMEAN LSMEAN H0:LSMEAN=0 LSMEAN1=LSMEAN2 1 55.9342960 1.9168246 0.0001 0.1643 2 51.5100777 2.4848388 0.0001 AGE=1 General Linear Models Procedure Least Squares Means TRT SEASON MILK Std Err Pr > |T| LSMEAN LSMEAN LSMEAN H0:LSMEAN=0 Number 1 1 57.4903087 3.0090189 0.0001 1 1 2 53.5556402 2.7902555 0.0001 2 1 3 52.1597996 2.9599938 0.0001 3 1 4 60.5314356 2.3496754 0.0001 4 2 1 54.8285543 3.8032450 0.0001 5 2 2 50.1115669 4.0983653 0.0001 6 2 3 48.7728109 4.0021645 0.0001 7 2 4 52.3273788 2.6051049 0.0001 8 Pr > |T| H0: LSMEAN(i)=LSMEAN(j) i/j 1 2 3 4 5 6 7 8 1 . 0.3060 0.1960 0.4161 0.5844 0.1499 0.0849 0.1976 2 0.3060 . 0.7159 0.0527 0.7878 0.4889 0.3294 0.7483 3 0.1960 0.7159 . 0.0268 0.5810 0.6863 0.4979 0.9662 4 0.4161 0.0527 0.0268 . 0.2051 0.0298 0.0129 0.0214 5 0.5844 0.7878 0.5810 0.2051 . 0.3816 0.2702 0.5804 6 0.1499 0.4889 0.6863 0.0298 0.3816 . 0.7955 0.6474 7 0.0849 0.3294 0.4979 0.0129 0.2702 0.7955 . 0.4642 8 0.1976 0.7483 0.9662 0.0214 0.5804 0.6474 0.4642 . NOTE: To ensure overall protection level, only probabilities associated with pre-planned comparisons should be used. AGE=2 General Linear Models Procedure Class Level Information Class Levels Values HERD 2 1 2 TRT 2 1 2 COW 85 1433 1477 1489 1515 1549 1551 1553 1559 1562 1563 1569 1574 1580 1585 1598 1609 1613 1614 1620 1632 1633 1636 1640 1645 1651 1652 1655 1657 1664 1669 1677 1678 1851 1853 1960 1964 1966 1969 1989 1991 1997 2019 2030 2035 2036 2039 2043 2052 2057 2068 2070 2073 2087 2093 2097 2108 2112 2113 2114 2117 2121 2122 2136 2138 2145 2148 2151 2156 2158 2165 2168 3157 3179 3250 3284 3337 3346 3395 3416 3424 3428 3432 3438 3439 3477 SEASON 4 1 2 3 4 Number of observations in by group = 282 AGE=2 General Linear Models Procedure Dependent Variable: MILK Sum of Mean Source DF Squares Square F Value Pr > F Model 90 60247.974974 669.421944 1.61 0.0033 Error 191 79391.698910 415.663345 Corrected Total 281 139639.673884 R-Square C.V. Root MSE MILK Mean 0.431453 30.88941 20.387823 66.002628 Source DF Type III SS Mean Square F Value Pr > F HERD 1 14809.387387 14809.387387 35.63 0.0001 TRT 1 20.757858 20.757858 0.05 0.8234 COW(HERD*TRT) 82 38228.142106 466.196855 1.12 0.2602 SEASON 3 1447.679274 482.559758 1.16 0.3259 TRT*SEASON 3 2425.309539 808.436513 1.94 0.1238 Tests of Hypotheses using the Type III MS for COW(HERD*TRT) as an error term Source DF Type III SS Mean Square F Value Pr > F HERD 1 14809.387387 14809.387387 31.77 0.0001 TRT 1 20.757858 20.757858 0.04 0.8334 AGE=2 General Linear Models Procedure Level of -------------MILK------------ SEASON N Mean SD 1 67 64.4063881 26.7659725 2 69 68.2672174 16.4701449 3 64 63.7464219 21.5696267 4 82 67.1622439 23.2109928 Level of Level of -------------MILK------------ TRT SEASON N Mean SD 1 1 29 59.8460000 26.9004321 1 2 31 67.8687097 15.6837587 1 3 28 67.8645714 21.3464617 1 4 38 68.4053684 20.5785672 2 1 38 67.8866842 26.4873347 2 2 38 68.5923158 17.2874880 2 3 36 60.5434167 21.4897693 2 4 44 66.0886364 25.4543187 AGE=2 General Linear Models Procedure Least Squares Means Standard Errors and Probabilities calculated using the Type III MS for COW(HERD*TRT) as an Error term TRT MILK Std Err Pr > |T| Pr > |T| H0: LSMEAN LSMEAN H0:LSMEAN=0 LSMEAN1=LSMEAN2 1 67.9558515 2.2768633 0.0001 0.8099 2 67.2181010 2.0393161 0.0001 AGE=2 General Linear Models Procedure Least Squares Means TRT SEASON MILK Std Err Pr > |T| LSMEAN LSMEAN LSMEAN H0:LSMEAN=0 Number 1 1 63.4932723 4.1456385 0.0001 1 1 2 68.3002682 3.9693918 0.0001 2 1 3 68.3765253 4.2106954 0.0001 3 1 4 71.6533400 3.4163244 0.0001 4 2 1 71.9866536 3.5579578 0.0001 5 2 2 69.0060758 3.5471329 0.0001 6 2 3 59.1322375 3.6562260 0.0001 7 2 4 68.7474370 3.1713577 0.0001 8 Pr > |T| H0: LSMEAN(i)=LSMEAN(j) i/j 1 2 3 4 5 6 7 8 1 . 0.3730 0.3944 0.1240 0.1217 0.3136 0.4311 0.3154 2 0.3730 . 0.9889 0.5201 0.4901 0.8947 0.0910 0.9300 3 0.3944 0.9889 . 0.5404 0.5133 0.9091 0.0990 0.9440 4 0.1240 0.5201 0.5404 . 0.9462 0.5915 0.0132 0.5338 5 0.1217 0.4901 0.5133 0.9462 . 0.5356 0.0097 0.4869 6 0.3136 0.8947 0.9091 0.5915 0.5356 . 0.0407 0.9554 7 0.4311 0.0910 0.0990 0.0132 0.0097 0.0407 . 0.0423 8 0.3154 0.9300 0.9440 0.5338 0.4869 0.9554 0.0423 . NOTE: To ensure overall protection level, only probabilities associated with pre-planned comparisons should be used. AGE=1 Plot of REMILK*PRMILK. Symbol is value of TRT. REMILK | 20 + 1 1 | | 1 21 | 1 | 1 1 | 1 11 2 2 2 | 21 10 + 2 21 1 12 | 112 111 1 1 | 1 11 112 12 1 | 22 1 21 1 | 1 1 2 1 | 2 2 2 21 1 1 1112 | 1 1 1 111 1 2 0 + 22 1 12 2 12 2 111 11 2 | 1 2 1 1 | 2 2 1 2 221 2 1 1 | 1 2 2 2 2 2 | 1 122 1 2 1 1 | 21 2 2 | 11 1 1 2 -10 + 1 2 | 1 1 1 1 2 | 1 | 1 1 | 2 1 1 | 1 | -20 + 1 2 1 | | | | 2 1 | | -30 + | 1 | | | | | -40 + | | | 1 | | | -50 + | ---+-------+-------+-------+-------+-------+-------+-------+-------+-- 20 30 40 50 60 70 80 90 100 PRMILK NOTE: 19 obs hidden. AGE=1 Plot of REMILK*STAGE. Symbol is value of TRT. REMILK | 20 + 1 1 | | 1 2 | 1 | 1 | 1 1 2 1 2 | 2 1 10 + 1 2 1 1 | 1 1 1 1 1 1 | 1 1 1 1 1 1 1 | 1 2 1 1 2 2 | 1 2 1 1 2 | 1 1 1 1 2 2 1 1 1 1 | 1 1 1 1 1 2 0 + 1 2 1 1 1 | 2 1 2 1 | 2 2 1 1 1 | 2 1 21 2 | 2 1 1 1 | 2 1 | 1 1 1 -10 + 2 1 | 1 1 1 | 1 | 1 1 | 1 1 | 1 | -20 + 1 2 1 | | | | 1 | | -30 + | 1 | | | | | -40 + | | | 1 | | | -50 + | ---+-------------+-------------+-------------+-------------+-- 1.0 1.5 2.0 2.5 3.0 STAGE NOTE: 58 obs hidden. AGE=2 Plot of REMILK*PRMILK. Symbol is value of TRT. REMILK | 40 + | | 2 | 21 2 | 30 + 1 2 1 | 22 2 1 2 1 1 | 2 2 2 | 2 1 2 | 2 2 1 2 20 + 1 1 2 1 1 22 2 | 1 1 112 1 2 1 2 | 1 22 22 2 | 2 22 2 2 2 2 12 | 1 1 2 1 122 10 + 12 1 22 1 2 11 1 2 | 2 2 1 22 2 2 1 12 | 2 2 1 1 2 1 2 1 | 2 1 1 1 22 22 2 | 2 1 1 2 22 112 11 1 2 0 + 2 1 1 11 2 21121 11 1 2 | 1 2 21 2 1 2 1 11 2 | 22 221 1 | 11 1 111 2 2 12 1 1 | 2 1 2 2 2 1 2 2 -10 + 2 21 1 2 2 | 1 1 1 222 1 1 | 1 2 1 2 2 | 1 22 2 2 | 2 1 112211 2 -20 + 1 1 21 2 2 2 | 22 2 1 2 | 2 1 2 2 1 1 | 1 22 212 | 1 1 -30 + 2 1 1 1 | 1 2 2 | 1 | 2 | 2 -40 + | 2 | | | -50 + | | | 2 | -60 + ---+----------+----------+----------+----------+----------+----------+-- 0 20 40 60 80 100 120 PRMILK NOTE: 45 obs hidden. AGE=2 Plot of REMILK*STAGE. Symbol is value of TRT. REMILK | 40 + | | 2 | 2 2 | 30 + 1 | 2 1 1 2 | 2 2 2 | 2 2 1 1 | 2 2 1 20 + 1 2 1 1 1 2 2 | 1 1 1 1 1 1 1 | 2 1 1 2 2 2 2 | 2 2 2 22 2 2 1 2 | 1 1 1 10 + 1 2 1 2 1 2 1 2 | 2 2 2 1 2 2 2 2 | 1 2 2 2 1 2 2 1 2 | 2 1 2 2 1 2 1 | 1 1 1 1 1 2 2 2 2 1 0 + 1 2 1 2 1 1 1 | 1 1 2 1 1 21 1 | 2 2 1 2 2 1 | 1 1 1 11 2 1 2 2 | 22 2 1 1 -10 + 1 2 21 | 1 2 1 121 1 1 | 2 1 | 1 2 2 2 | 1 2 1 1 1 -20 + 12 2 1 1 | 1 | 1 1 | 2 1 | 1 -30 + 1 1 2 | 2 2 1 | 1 | 2 | 2 -40 + | 2 | | | -50 + | | | 2 | -60 + ---+-------------+-------------+-------------+-------------+-- 1.0 1.5 2.0 2.5 3.0 STAGE NOTE: 109 obs hidden. AGE=1 Plot of LSMEAN*SEASON. Symbol is value of TRT. LSMEAN | 62 + | | | | | 1 | 60 + | | | | | | 58 + | | 1 | | | | 56 + | | | | 2 | | 54 + | | 1 | | | | 1 2 52 + | | | | | | 50 + 2 | | | | 2 | | 48 + | ---+-----------------+-----------------+-----------------+-- 1 2 3 4 SEASON AGE=2 Plot of LSMEAN*SEASON. Symbol is value of TRT. LSMEAN | 72 + 2 | 1 | | | | | 70 + | | | 2 | 2 | | 1 1 68 + | | | | | | 66 + | | | | | | 64 + | | 1 | | | | 62 + | | | | | | 60 + | | | 2 | | | 58 + | ---+-----------------+-----------------+-----------------+-- 1 2 3 4 SEASON AGE=1 The MIXED Procedure Class Level Information Class Levels Values HERD 2 1 2 TRT 2 1 2 COW 57 1639 1645 1651 1655 1657 1664 1667 1669 1672 1677 1678 1682 1687 1689 1695 1696 1697 1698 2081 2111 2112 2114 2120 2121 2122 2136 2138 2145 2146 2148 2151 2156 2157 2158 2160 2164 2165 2168 2174 2175 2182 2191 2195 2196 2198 2201 2203 2208 2209 2215 2218 2219 2220 2226 2231 2232 2233 SEASON 4 1 2 3 4 The MIXED Procedure REML Estimation Iteration History Iteration Evaluations Objective Criterion 0 1 972.28209680 1 2 968.17360423 0.00005818 2 1 968.14407056 0.00000035 3 1 968.14389894 0.00000000 Convergence criteria met. The MIXED Procedure Covariance Parameter Estimates (REML) Cov Parm Ratio Estimate Std Error Z Pr > |Z| HERD 0.09324750 15.23478595 26.32032575 0.58 0.5627 COW(HERD*TRT) 0.12694407 20.74013433 19.51068713 1.06 0.2878 Residual 1.00000000 163.38010079 24.20320659 6.75 0.0000 The MIXED Procedure Model Fitting Information for MILK Description Value Observations 160.0000 Variance Estimate 163.3801 Standard Deviation Estimate 12.7820 REML Log Likelihood -623.751 Akaike's Information Criterion -626.751 Schwarz's Bayesian Criterion -631.286 -2 REML Log Likelihood 1247.501 AGE=1 The MIXED Procedure Tests of Fixed Effects Source NDF DDF Type III F Pr > F TRT 1 54 1.44 0.2350 SEASON 3 97 0.40 0.7536 TRT*SEASON 3 97 1.11 0.3497 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| TRT*SEASON 1 1 57.64937992 4.06812752 97 14.17 0.0000 TRT*SEASON 1 2 53.90005883 3.93379548 97 13.70 0.0000 TRT*SEASON 1 3 53.69282820 4.05750872 97 13.23 0.0000 TRT*SEASON 1 4 59.50744560 3.73509544 97 15.93 0.0000 TRT*SEASON 2 1 55.05942541 4.55726584 97 12.08 0.0000 TRT*SEASON 2 2 54.72338006 4.77999442 97 11.45 0.0000 TRT*SEASON 2 3 52.18819501 4.66167779 97 11.20 0.0000 TRT*SEASON 2 4 50.74448228 3.89317767 97 13.03 0.0000 AGE=2 The MIXED Procedure Class Level Information Class Levels Values HERD 2 1 2 TRT 2 1 2 COW 85 1433 1477 1489 1515 1549 1551 1553 1559 1562 1563 1569 1574 1580 1585 1598 1609 1613 1614 1620 1632 1633 1636 1640 1645 1651 1652 1655 1657 1664 1669 1677 1678 1851 1853 1960 1964 1966 1969 1989 1991 1997 2019 2030 2035 2036 2039 2043 2052 2057 2068 2070 2073 2087 2093 2097 2108 2112 2113 2114 2117 2121 2122 2136 2138 2145 2148 2151 2156 2158 2165 2168 3157 3179 3250 3284 3337 3346 3395 3416 3424 3428 3432 3438 3439 3477 SEASON 4 1 2 3 4 The MIXED Procedure REML Estimation Iteration History Iteration Evaluations Objective Criterion 0 1 2004.5218687 1 2 1968.2152513 0.00000000 Convergence criteria met. The MIXED Procedure Covariance Parameter Estimates (REML) Cov Parm Ratio Estimate Std Error Z Pr > |Z| HERD 0.34720054 149.58923314 216.18573550 0.69 0.4890 COW(HERD*TRT) 0.00000000 0.00000000 . . . Residual 1.00000000 430.84389195 36.87683295 11.68 0.0000 The MIXED Procedure Model Fitting Information for MILK Description Value Observations 282.0000 Variance Estimate 430.8439 Standard Deviation Estimate 20.7568 REML Log Likelihood -1235.90 AGE=2 The MIXED Procedure Model Fitting Information for MILK Description Value Akaike's Information Criterion -1238.90 Schwarz's Bayesian Criterion -1244.32 -2 REML Log Likelihood 2471.794 The MIXED Procedure Tests of Fixed Effects Source NDF DDF Type III F Pr > F TRT 1 82 0.07 0.7968 SEASON 3 191 0.63 0.5975 TRT*SEASON 3 191 1.62 0.1857 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| TRT*SEASON 1 1 62.50105905 9.47705516 191 6.59 0.0000 TRT*SEASON 1 2 69.80052684 9.42227376 191 7.41 0.0000 TRT*SEASON 1 3 70.30891151 9.50369837 191 7.40 0.0000 TRT*SEASON 1 4 71.10700746 9.28986894 191 7.65 0.0000 TRT*SEASON 2 1 71.48886959 9.29694300 191 7.69 0.0000 TRT*SEASON 2 2 71.74422800 9.29315399 191 7.72 0.0000 TRT*SEASON 2 3 63.87043511 9.32839088 191 6.85 0.0000 TRT*SEASON 2 4 69.19961465 9.20927157 191 7.51 0.0000 AGE=1 The MIXED Procedure Class Level Information Class Levels Values HERD 2 1 2 TRT 2 1 2 COW 57 1639 1645 1651 1655 1657 1664 1667 1669 1672 1677 1678 1682 1687 1689 1695 1696 1697 1698 2081 2111 2112 2114 2120 2121 2122 2136 2138 2145 2146 2148 2151 2156 2157 2158 2160 2164 2165 2168 2174 2175 2182 2191 2195 2196 2198 2201 2203 2208 2209 2215 2218 2219 2220 2226 2231 2232 2233 SEASON 4 1 2 3 4 The MIXED Procedure REML Estimation Iteration History Iteration Evaluations Objective Criterion 0 1 972.28209680 1 2 968.17360423 0.00005818 2 1 968.14407056 0.00000035 3 1 968.14389894 0.00000000 Convergence criteria met. The MIXED Procedure Covariance Parameter Estimates (REML) Cov Parm Ratio Estimate Std Error Z Pr > |Z| HERD 0.09324750 15.23478595 26.32032575 0.58 0.5627 DIAG CS 0.12694407 20.74013433 19.51068713 1.06 0.2878 Residual 1.00000000 163.38010079 24.20320659 6.75 0.0000 The MIXED Procedure Model Fitting Information for MILK Description Value Observations 160.0000 Variance Estimate 163.3801 Standard Deviation Estimate 12.7820 REML Log Likelihood -623.751 Akaike's Information Criterion -626.751 Schwarz's Bayesian Criterion -631.286 -2 REML Log Likelihood 1247.501 AGE=1 The MIXED Procedure Tests of Fixed Effects Source NDF DDF Type III F Pr > F TRT 1 151 1.44 0.2316 SEASON 3 151 0.40 0.7535 TRT*SEASON 3 151 1.11 0.3478 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| TRT*SEASON 1 1 57.64937992 4.06812752 151 14.17 0.0000 TRT*SEASON 1 2 53.90005883 3.93379548 151 13.70 0.0000 TRT*SEASON 1 3 53.69282820 4.05750872 151 13.23 0.0000 TRT*SEASON 1 4 59.50744560 3.73509544 151 15.93 0.0000 TRT*SEASON 2 1 55.05942541 4.55726584 151 12.08 0.0000 TRT*SEASON 2 2 54.72338006 4.77999442 151 11.45 0.0000 TRT*SEASON 2 3 52.18819501 4.66167779 151 11.20 0.0000 TRT*SEASON 2 4 50.74448228 3.89317767 151 13.03 0.0000 AGE=2 The MIXED Procedure Class Level Information Class Levels Values HERD 2 1 2 TRT 2 1 2 COW 85 1433 1477 1489 1515 1549 1551 1553 1559 1562 1563 1569 1574 1580 1585 1598 1609 1613 1614 1620 1632 1633 1636 1640 1645 1651 1652 1655 1657 1664 1669 1677 1678 1851 1853 1960 1964 1966 1969 1989 1991 1997 2019 2030 2035 2036 2039 2043 2052 2057 2068 2070 2073 2087 2093 2097 2108 2112 2113 2114 2117 2121 2122 2136 2138 2145 2148 2151 2156 2158 2165 2168 3157 3179 3250 3284 3337 3346 3395 3416 3424 3428 3432 3438 3439 3477 SEASON 4 1 2 3 4 The MIXED Procedure REML Estimation Iteration History Iteration Evaluations Objective Criterion 0 1 2004.5218687 1 2 1967.8984833 0.00000001 2 1 1967.8984720 0.00000000 Convergence criteria met. The MIXED Procedure Covariance Parameter Estimates (REML) Cov Parm Ratio Estimate Std Error Z Pr > |Z| HERD 0.33609716 149.74966475 216.25089453 0.69 0.4886 DIAG CS -0.03293410 -14.67394225 25.11608286 -0.58 0.5591 Residual 1.00000000 445.55468246 46.84586779 9.51 0.0000 The MIXED Procedure Model Fitting Information for MILK Description Value Observations 282.0000 Variance Estimate 445.5547 Standard Deviation Estimate 21.1082 AGE=2 The MIXED Procedure Model Fitting Information for MILK Description Value REML Log Likelihood -1235.74 Akaike's Information Criterion -1238.74 Schwarz's Bayesian Criterion -1244.16 -2 REML Log Likelihood 2471.477 The MIXED Procedure Tests of Fixed Effects Source NDF DDF Type III F Pr > F TRT 1 273 0.09 0.7630 SEASON 3 273 0.61 0.6093 TRT*SEASON 3 273 1.55 0.2016 The MIXED Procedure Least Squares Means Level LSMEAN Std Error DDF T Pr > |T| TRT*SEASON 1 1 62.41052216 9.48026926 273 6.58 0.0000 TRT*SEASON 1 2 69.89813128 9.42580233 273 7.42 0.0000 TRT*SEASON 1 3 70.45046385 9.50684516 273 7.41 0.0000 TRT*SEASON 1 4 71.07719298 9.29362608 273 7.65 0.0000 TRT*SEASON 2 1 71.41778657 9.29976275 273 7.68 0.0000 TRT*SEASON 2 2 71.88830266 9.29622236 273 7.73 0.0000 TRT*SEASON 2 3 64.20110260 9.33143340 273 6.88 0.0000 TRT*SEASON 2 4 69.21359138 9.21257822 273 7.51 0.0000 AGE=1 General Linear Models Procedure Class Level Information Class Levels Values COW 57 1639 1645 1651 1655 1657 1664 1667 1669 1672 1677 1678 1682 1687 1689 1695 1696 1697 1698 2081 2111 2112 2114 2120 2121 2122 2136 2138 2145 2146 2148 2151 2156 2157 2158 2160 2164 2165 2168 2174 2175 2182 2191 2195 2196 2198 2201 2203 2208 2209 2215 2218 2219 2220 2226 2231 2232 2233 Number of observations in by group = 160 AGE=1 General Linear Models Procedure Dependent Variable: MILK Sum of Mean Source DF Squares Square F Value Pr > F Model 56 13821.417586 246.811028 1.58 0.0228 Error 103 16095.220745 156.264279 Corrected Total 159 29916.638331 R-Square C.V. Root MSE MILK Mean 0.461998 23.02567 12.500571 54.289713 Source DF Type I SS Mean Square F Value Pr > F COW 56 13821.417586 246.811028 1.58 0.0228 Source DF Type III SS Mean Square F Value Pr > F COW 56 13821.417586 246.811028 1.58 0.0228 AGE=2 General Linear Models Procedure Class Level Information Class Levels Values COW 85 1433 1477 1489 1515 1549 1551 1553 1559 1562 1563 1569 1574 1580 1585 1598 1609 1613 1614 1620 1632 1633 1636 1640 1645 1651 1652 1655 1657 1664 1669 1677 1678 1851 1853 1960 1964 1966 1969 1989 1991 1997 2019 2030 2035 2036 2039 2043 2052 2057 2068 2070 2073 2087 2093 2097 2108 2112 2113 2114 2117 2121 2122 2136 2138 2145 2148 2151 2156 2158 2165 2168 3157 3179 3250 3284 3337 3346 3395 3416 3424 3428 3432 3438 3439 3477 Number of observations in by group = 282 AGE=2 General Linear Models Procedure Dependent Variable: MILK Sum of Mean Source DF Squares Square F Value Pr > F Model 84 56013.903587 666.832186 1.57 0.0056 Error 197 83625.770297 424.496296 Corrected Total 281 139639.673884 R-Square C.V. Root MSE MILK Mean 0.401132 31.21589 20.603308 66.002628 Source DF Type I SS Mean Square F Value Pr > F COW 84 56013.903587 666.832186 1.57 0.0056 Source DF Type III SS Mean Square F Value Pr > F COW 84 56013.903587 666.832186 1.57 0.0056 AGE=1 General Linear Models Procedure Class Level Information Class Levels Values TRT 2 1 2 COW 57 1639 1645 1651 1655 1657 1664 1667 1669 1672 1677 1678 1682 1687 1689 1695 1696 1697 1698 2081 2111 2112 2114 2120 2121 2122 2136 2138 2145 2146 2148 2151 2156 2157 2158 2160 2164 2165 2168 2174 2175 2182 2191 2195 2196 2198 2201 2203 2208 2209 2215 2218 2219 2220 2226 2231 2232 2233 SEASON 4 1 2 3 4 Number of observations in by group = 160 AGE=1 General Linear Models Procedure Dependent Variable: RMILK Sum of Mean Source DF Squares Square F Value Pr > F Model 63 3129.9787710 49.6822027 0.37 1.0000 Error 96 12965.2419739 135.0546039 Corrected Total 159 16095.2207449 R-Square C.V. Root MSE RMILK Mean 0.194466 -9999.99 11.621300 -0.0000000 Source DF Type III SS Mean Square F Value Pr > F COW(TRT) 55 1014.0554222 18.4373713 0.14 1.0000 TRT 1 48.8134728 48.8134728 0.36 0.5491 STAGE 1 1937.0041090 1937.0041090 14.34 0.0003 SEASON 3 415.7552021 138.5850674 1.03 0.3846 TRT*SEASON 3 116.9734222 38.9911407 0.29 0.8335 AGE=1 General Linear Models Procedure Least Squares Means SEASON RMILK LSMEAN 1 -1.21240820 2 -2.49067450 3 -0.86999042 4 2.08047777 TRT SEASON RMILK LSMEAN 1 1 -2.83181417 1 2 -3.53891907 1 3 -1.72142934 1 4 2.80863416 2 1 0.40699777 2 2 -1.44242992 2 3 -0.01855151 2 4 1.35232139 AGE=1 General Linear Models Procedure Level of ------------RMILK------------ ------------STAGE------------ SEASON N Mean SD Mean SD 1 35 1.56867381 12.3644684 1.95476143 0.80550162 2 36 -2.01452083 9.5846001 1.93803389 0.80799415 3 34 -3.04187990 10.7115409 2.09447412 0.86543528 4 55 2.20078333 7.5553474 2.00673164 0.75471164 Level of Level of -----------RMILK---------- -----------STAGE---------- TRT SEASON N Mean SD Mean SD 1 1 21 1.03641270 14.5514314 1.83730095 0.76033448 1 2 24 -2.46886806 10.2761980 2.01923000 0.81478758 1 3 21 -3.61720635 11.3212960 2.18867238 0.83711589 1 4 30 3.78165000 8.2530539 1.85734133 0.69346803 2 1 14 2.36706548 8.5402493 2.13095214 0.86708202 2 2 12 -1.10582639 8.3752388 1.77564167 0.80374209 2 3 13 -2.11250641 10.0196065 1.94230769 0.92257210 2 4 25 0.30374333 6.2659115 2.18600000 0.79944903 AGE=2 General Linear Models Procedure Class Level Information Class Levels Values TRT 2 1 2 COW 85 1433 1477 1489 1515 1549 1551 1553 1559 1562 1563 1569 1574 1580 1585 1598 1609 1613 1614 1620 1632 1633 1636 1640 1645 1651 1652 1655 1657 1664 1669 1677 1678 1851 1853 1960 1964 1966 1969 1989 1991 1997 2019 2030 2035 2036 2039 2043 2052 2057 2068 2070 2073 2087 2093 2097 2108 2112 2113 2114 2117 2121 2122 2136 2138 2145 2148 2151 2156 2158 2165 2168 3157 3179 3250 3284 3337 3346 3395 3416 3424 3428 3432 3438 3439 3477 SEASON 4 1 2 3 4 Number of observations in by group = 282 AGE=2 General Linear Models Procedure Dependent Variable: RMILK Sum of Mean Source DF Squares Square F Value Pr > F Model 91 50737.604327 557.556092 3.22 0.0001 Error 190 32888.165970 173.095610 Corrected Total 281 83625.770297 R-Square C.V. Root MSE RMILK Mean 0.606722 9999.99 13.156580 0.0000000 Source DF Type III SS Mean Square F Value Pr > F COW(TRT) 83 13196.289184 158.991436 0.92 0.6660 TRT 1 463.211565 463.211565 2.68 0.1035 STAGE 1 46503.532940 46503.532940 268.66 0.0001 SEASON 3 749.968145 249.989382 1.44 0.2313 TRT*SEASON 3 880.864905 293.621635 1.70 0.1692 AGE=2 General Linear Models Procedure Least Squares Means SEASON RMILK LSMEAN 1 -1.41689774 2 -3.94082087 3 -2.41268371 4 0.62012005 TRT SEASON RMILK LSMEAN 1 1 -4.55161603 1 2 -7.38574767 1 3 -2.08387076 1 4 1.10951405 2 1 1.71782055 2 2 -0.49589406 2 3 -2.74149667 2 4 0.13072604 AGE=2 General Linear Models Procedure Level of ------------RMILK------------ ------------STAGE------------ SEASON N Mean SD Mean SD 1 67 0.49275000 18.2429253 2.05751463 0.81456302 2 69 1.08416304 13.9506277 1.79826681 0.74853920 3 64 -4.38591016 19.9107007 2.06666672 0.79258069 4 82 2.10825305 16.3895855 1.90017220 0.74887755 Level of Level of -----------RMILK---------- -----------STAGE---------- TRT SEASON N Mean SD Mean SD 1 1 29 -4.34101724 18.2014430 2.21986931 0.80346772 1 2 31 0.27716129 15.4336269 1.70271710 0.75251254 1 3 28 0.02701786 19.5245911 1.85416643 0.80655321 1 4 38 3.06686842 11.4448519 1.88173158 0.74636031 2 1 38 4.18167763 17.6253731 1.93361237 0.81154478 2 2 38 1.74250658 12.7889279 1.87621526 0.74614289 2 3 36 -7.81818750 19.7942547 2.23194472 0.75144736 2 4 44 1.28035795 19.7934627 1.91609818 0.75930132 AGE=1 Plot of RRMILK*PMILK. Symbol is value of TRT. RRMILK | 20 + | 1 | 1 | | 1 | 1 1 1 2 | 21 11 2 10 + 2 11 1 1 2 1 | 1 2 1 | 21 1 111 1 | 1 2 1 1 22 2 2 | 21 1 1 1 2 1 1 | 22 1 1 1 12 11 11 2 22 1 22 1 1 | 1 2 2 1 1 1 0 + 1 12 21 1 1 1 1 1 1 1 | 12 2 21 2 21 1 | 2 1 2 2 | 1 21 2 1 1 1 | 1 1 1 1 | 1 2 2 1 | 11 -10 + 1 2 1 | 1 2 | 1 1 2 | | 1 2 | 1 1 2 | 1 -20 + | 1 | 2 | 2 | | | -30 + | | 1 | | | | -40 + | | | | 1 | | -50 + | -+-------------+-------------+-------------+-------------+-------------+- -10 -5 0 5 10 15 PMILK NOTE: 29 obs hidden. AGE=1 Plot of RRMILK*STAGE. Symbol is value of TRT. RRMILK | 20 + | 1 | 1 | | 1 | 1 1 1 2 | 1 2 1 2 1 10 + 1 2 1 1 | 1 1 21 1 1 | 1 2 1 1 11 1 2 | 2 2 1 2 1 2 1 | 1 1 1 1 1 1 | 1 2 1 2 1 1 2 1 1 2 11 1 2 2 1 | 1 1 1 1 0 + 1 1 2 1 1 1 | 1 2 2 1 | 2 1 2 | 1 1 1 | 1 1 1 | 2 1 2 1 | 1 -10 + 2 1 1 | 2 1 | 1 1 | | 1 | 1 1 | 1 -20 + | 1 | 2 | 2 | | | -30 + | | 1 | | | | -40 + | | | | 1 | | -50 + | ---+-------------+-------------+-------------+-------------+-- 1.0 1.5 2.0 2.5 3.0 STAGE NOTE: 57 obs hidden. AGE=2 Plot of RRMILK*PMILK. Symbol is value of TRT. RRMILK | | 40 + | | 2 | 30 + | | 2 | 2 2 20 + | 2 1 2 | 1 1 1 | 2 11 1 12 1 2 1 1 2 10 + 1 21 1 2 21 121 21 2 111 12 21 1 | 2 1 1 1 221 12 1 21 2 22 11 1 2 | 2 2 2 111 2211 1111 221 2 2 | 1 21 2 2 12 21222212 1 11 2 122 1221 1 22 0 + 112 2 2 2222 1 2112 1 2 2 2 212 22 | 2 1 1 1 1 1111 21 1 11 2 1 | 2 2 2 12 2 12 2 12 22 1 | 2 2 122 11 2 21 2 1 1 -10 + 1 21 2 1 2 1 2 2 1 | 21 2 1 21 2 2 2 | 1 2 1 2 2 12 2 | 2 1 2 1 2 1 -20 + 22 1 2 | 1 | 1 | 22 1 1 1 1 -30 + | | | -40 + | | | 2 -50 + | | | -60 + | 2 | | -70 + | ---+----------+----------+----------+----------+----------+----------+-- -30 -20 -10 0 10 20 30 PMILK NOTE: 60 obs hidden. AGE=2 Plot of RRMILK*STAGE. Symbol is value of TRT. RRMILK | | 40 + | | 2 | 30 + | | 2 | 2 2 20 + | 1 2 2 | 1 1 1 | 1 2 1 2 1 1 10 + 1 1 2 1 21 1 1 2 2 1 1 12 221 12 | 1 1 1 112 2 1 1 2 2 2121 1 2 | 1 1 1 2 1 1 2 1 1 22 1 2 1 | 1 2 1 2 2 2 1 1 22 1 2 212 2 1 0 + 1 2 1 2 22 2 1 2 2 2 22 1 2 | 1 1 1 1 1 | 2 1 2 2 1 1 1 | 1 2 2 1 -10 + 2 1 1 1 | 1 2 1 2 2 1 | 2 1 22 1 | 1 1 2 -20 + 2 1 2 | 1 | 1 | 1 1 2 2 -30 + | | | -40 + | | | 2 -50 + | | | -60 + | 2 | | -70 + | ---+-------------+-------------+-------------+-------------+-- 1.0 1.5 2.0 2.5 3.0 STAGE NOTE: 139 obs hidden.