The SAS System 09:44 Thursday, February 18, 2016 2 The Mixed Procedure Model Information Data Set WORK.ALLYIELD2015 Dependent Variable After_Cleaning Covariance Structures Variance Components, Autoregressive Subject Effect Rep*T_System Estimation Method REML Residual Variance Method Profile Fixed Effects SE Method Model-Based Degrees of Freedom Method Containment Class Level Information Class Levels Values Year 6 2010 2011 2012 2013 2014 2015 Rep 4 1 2 3 4 T_System 12 HIGH DC_W HIGH D_FL HIGH D_PE HIGH Dlen HIGH Dmus HIGH SC_W LOW DC_W LOW D_FL LOW D_PE LOW Dlen LOW Dmus LOW SC_W Dimensions Covariance Parameters 3 Columns in X 67 Columns in Z 24 Subjects 1 Max Obs Per Subject 192 Number of Observations Number of Observations Read 192 Number of Observations Used 191 Number of Observations Not Used 1 Iteration History Iteration Evaluations -2 Res Log Like Criterion 0 1 2085.59950185 1 2 2079.69925309 0.00000098 2 1 2079.69835635 0.00000000 Convergence criteria met. Estimated R Correlation Matrix for Rep*T_System 1 HIGH DC_W Row Col1 Col2 Col3 Col4 Col5 Col6 1 1.0000 -0.2126 0.04521 -0.00961 0.002044 -0.00043 2 -0.2126 1.0000 -0.2126 0.04521 -0.00961 0.002044 3 0.04521 -0.2126 1.0000 -0.2126 0.04521 -0.00961 4 -0.00961 0.04521 -0.2126 1.0000 -0.2126 0.04521 5 0.002044 -0.00961 0.04521 -0.2126 1.0000 -0.2126 6 -0.00043 0.002044 -0.00961 0.04521 -0.2126 1.0000 Covariance Parameter Estimates Cov Parm Subject Estimate Rep(Year) 9264.69 AR(1) Rep*T_System -0.2126 Residual 71000 Fit Statistics -2 Res Log Likelihood 2079.7 AIC (smaller is better) 2085.7 AICC (smaller is better) 2085.9 BIC (smaller is better) 2089.2 Type 3 Tests of Fixed Effects Num Den Effect DF DF F Value Pr > F T_System 11 125 139.24 <.0001 Year 5 18 119.45 <.0001 Year*T_System 31 125 11.37 <.0001 Least Squares Means Standard Effect T_System Year Estimate Error DF t Value Pr > |t| T_System HIGH DC_W 2374.34 49.4926 125 47.97 <.0001 T_System HIGH D_FL Non-est . . . . T_System HIGH D_PE Non-est . . . . T_System HIGH Dlen Non-est . . . . T_System HIGH Dmus Non-est . . . . T_System HIGH SC_W 2756.74 49.4926 125 55.70 <.0001 T_System LOW DC_W 1809.74 49.4926 125 36.57 <.0001 T_System LOW D_FL Non-est . . . . T_System LOW D_PE Non-est . . . . T_System LOW Dlen Non-est . . . . T_System LOW Dmus Non-est . . . . T_System LOW SC_W 2277.74 49.4926 125 46.02 <.0001 Year 2010 Non-est . . . . Year 2011 Non-est . . . . Year 2012 Non-est . . . . Year 2013 Non-est . . . . Year 2014 Non-est . . . . Year 2015 Non-est . . . . Year*T_System HIGH DC_W 2010 4142.41 141.66 125 29.24 <.0001 Year*T_System HIGH D_FL 2010 1606.87 141.66 125 11.34 <.0001 Year*T_System HIGH D_PE 2010 2244.13 141.66 125 15.84 <.0001 Year*T_System HIGH SC_W 2010 3827.87 141.66 125 27.02 <.0001 Year*T_System LOW DC_W 2010 3355.22 141.66 125 23.69 <.0001 Year*T_System LOW D_FL 2010 1570.48 141.66 125 11.09 <.0001 Year*T_System LOW D_PE 2010 1957.60 141.66 125 13.82 <.0001 Year*T_System LOW SC_W 2010 3956.83 141.66 125 27.93 <.0001 Year*T_System HIGH DC_W 2011 3171.85 141.66 125 22.39 <.0001 Year*T_System HIGH Dlen 2011 836.59 141.66 125 5.91 <.0001 Year*T_System HIGH Dmus 2011 1462.40 141.66 125 10.32 <.0001 Year*T_System HIGH SC_W 2011 3420.49 141.66 125 24.15 <.0001 Year*T_System LOW DC_W 2011 2493.01 141.66 125 17.60 <.0001 Year*T_System LOW Dlen 2011 1382.68 141.66 125 9.76 <.0001 Year*T_System LOW Dmus 2011 1489.74 141.66 125 10.52 <.0001 Year*T_System LOW SC_W 2011 3533.96 141.66 125 24.95 <.0001 Year*T_System HIGH DC_W 2012 1927.85 141.66 125 13.61 <.0001 Year*T_System HIGH D_FL 2012 1446.14 141.66 125 10.21 <.0001 Year*T_System HIGH D_PE 2012 429.50 141.66 125 3.03 0.0030 Year*T_System HIGH SC_W 2012 2671.76 141.66 125 18.86 <.0001 Year*T_System LOW DC_W 2012 957.57 141.66 125 6.76 <.0001 Year*T_System LOW D_FL 2012 758.87 141.66 125 5.36 <.0001 Year*T_System LOW D_PE 2012 470.96 162.34 125 2.90 0.0044 Year*T_System LOW SC_W 2012 1805.44 141.66 125 12.75 <.0001 Year*T_System HIGH DC_W 2013 2449.80 141.66 125 17.29 <.0001 Year*T_System HIGH Dlen 2013 404.45 141.66 125 2.86 0.0050 Year*T_System HIGH Dmus 2013 949.56 141.66 125 6.70 <.0001 Year*T_System HIGH SC_W 2013 2345.47 141.66 125 16.56 <.0001 Year*T_System LOW DC_W 2013 1942.20 141.66 125 13.71 <.0001 Year*T_System LOW Dlen 2013 1119.89 141.66 125 7.91 <.0001 Year*T_System LOW Dmus 2013 476.06 141.66 125 3.36 0.0010 Year*T_System LOW SC_W 2013 2012.15 141.66 125 14.20 <.0001 Year*T_System HIGH DC_W 2014 1424.71 141.66 125 10.06 <.0001 Year*T_System HIGH D_FL 2014 1085.17 141.66 125 7.66 <.0001 Year*T_System HIGH D_PE 2014 533.63 141.66 125 3.77 0.0003 Year*T_System HIGH SC_W 2014 2302.47 141.66 125 16.25 <.0001 Year*T_System LOW DC_W 2014 1190.04 141.66 125 8.40 <.0001 Year*T_System LOW D_FL 2014 900.22 141.66 125 6.36 <.0001 Year*T_System LOW D_PE 2014 753.77 141.66 125 5.32 <.0001 Year*T_System LOW SC_W 2014 1532.56 141.66 125 10.82 <.0001 Year*T_System HIGH DC_W 2015 1129.40 141.66 125 7.97 <.0001 Year*T_System HIGH Dlen 2015 672.02 141.66 125 4.74 <.0001 Year*T_System HIGH Dmus 2015 804.14 141.66 125 5.68 <.0001 Year*T_System HIGH SC_W 2015 1972.40 141.66 125 13.92 <.0001 Year*T_System LOW DC_W 2015 920.37 141.66 125 6.50 <.0001 Year*T_System LOW Dlen 2015 512.47 141.66 125 3.62 0.0004 Year*T_System LOW Dmus 2015 331.90 141.66 125 2.34 0.0207 Year*T_System LOW SC_W 2015 825.50 141.66 125 5.83 <.0001 Differences of Least Squares Means Standard Effect T_System Year T_System Year Estimate Error DF t Value Pr > |t| T_System HIGH DC_W HIGH D_FL Non-est . . . . T_System HIGH DC_W HIGH D_PE Non-est . . . . T_System HIGH DC_W HIGH Dlen Non-est . . . . T_System HIGH DC_W HIGH Dmus Non-est . . . . T_System HIGH DC_W HIGH SC_W -382.41 64.2416 125 -5.95 <.0001 T_System HIGH DC_W LOW DC_W 564.60 64.2416 125 8.79 <.0001 T_System HIGH DC_W LOW D_FL Non-est . . . . T_System HIGH DC_W LOW D_PE Non-est . . . . T_System HIGH DC_W LOW Dlen Non-est . . . . T_System HIGH DC_W LOW Dmus Non-est . . . . T_System HIGH DC_W LOW SC_W 96.5963 64.2416 125 1.50 0.1352 T_System HIGH D_FL HIGH D_PE 310.30 112.08 125 2.77 0.0065 T_System HIGH D_FL HIGH Dlen Non-est . . . . T_System HIGH D_FL HIGH Dmus Non-est . . . . T_System HIGH D_FL HIGH SC_W Non-est . . . . T_System HIGH D_FL LOW DC_W Non-est . . . . T_System HIGH D_FL LOW D_FL 302.87 112.08 125 2.70 0.0078 T_System HIGH D_FL LOW D_PE 318.62 115.16 125 2.77 0.0065 T_System HIGH D_FL LOW Dlen Non-est . . . . T_System HIGH D_FL LOW Dmus Non-est . . . . T_System HIGH D_FL LOW SC_W Non-est . . . . T_System HIGH D_PE HIGH Dlen Non-est . . . . T_System HIGH D_PE HIGH Dmus Non-est . . . . T_System HIGH D_PE HIGH SC_W Non-est . . . . T_System HIGH D_PE LOW DC_W Non-est . . . . T_System HIGH D_PE LOW D_FL -7.4390 112.08 125 -0.07 0.9472 T_System HIGH D_PE LOW D_PE 8.3105 115.16 125 0.07 0.9426 T_System HIGH D_PE LOW Dlen Non-est . . . . T_System HIGH D_PE LOW Dmus Non-est . . . . T_System HIGH D_PE LOW SC_W Non-est . . . . T_System HIGH Dlen HIGH Dmus -434.35 112.08 125 -3.88 0.0002 T_System HIGH Dlen HIGH SC_W Non-est . . . . T_System HIGH Dlen LOW DC_W Non-est . . . . T_System HIGH Dlen LOW D_FL Non-est . . . . T_System HIGH Dlen LOW D_PE Non-est . . . . T_System HIGH Dlen LOW Dlen -367.33 112.08 125 -3.28 0.0014 T_System HIGH Dlen LOW Dmus -128.21 112.08 125 -1.14 0.2548 T_System HIGH Dlen LOW SC_W Non-est . . . . T_System HIGH Dmus HIGH SC_W Non-est . . . . T_System HIGH Dmus LOW DC_W Non-est . . . . T_System HIGH Dmus LOW D_FL Non-est . . . . T_System HIGH Dmus LOW D_PE Non-est . . . . T_System HIGH Dmus LOW Dlen 67.0219 112.08 125 0.60 0.5509 T_System HIGH Dmus LOW Dmus 306.14 112.08 125 2.73 0.0072 T_System HIGH Dmus LOW SC_W Non-est . . . . T_System HIGH SC_W LOW DC_W 947.01 64.2416 125 14.74 <.0001 T_System HIGH SC_W LOW D_FL Non-est . . . . T_System HIGH SC_W LOW D_PE Non-est . . . . T_System HIGH SC_W LOW Dlen Non-est . . . . T_System HIGH SC_W LOW Dmus Non-est . . . . T_System HIGH SC_W LOW SC_W 479.00 64.2416 125 7.46 <.0001 T_System LOW DC_W LOW D_FL Non-est . . . . T_System LOW DC_W LOW D_PE Non-est . . . . T_System LOW DC_W LOW Dlen Non-est . . . . T_System LOW DC_W LOW Dmus Non-est . . . . T_System LOW DC_W LOW SC_W -468.00 64.2416 125 -7.29 <.0001 T_System LOW D_FL LOW D_PE 15.7495 115.16 125 0.14 0.8914 T_System LOW D_FL LOW Dlen Non-est . . . . T_System LOW D_FL LOW Dmus Non-est . . . . T_System LOW D_FL LOW SC_W Non-est . . . . T_System LOW D_PE LOW Dlen Non-est . . . . T_System LOW D_PE LOW Dmus Non-est . . . . T_System LOW D_PE LOW SC_W Non-est . . . . T_System LOW Dlen LOW Dmus 239.11 112.08 125 2.13 0.0348 T_System LOW Dlen LOW SC_W Non-est . . . . T_System LOW Dmus LOW SC_W Non-est . . . . Year 2010 2011 Non-est . . . . Year 2010 2012 1524.16 94.6970 18 16.10 <.0001 Year 2010 2013 Non-est . . . . Year 2010 2014 1617.35 95.1882 18 16.99 <.0001 Year 2010 2015 Non-est . . . . Year 2011 2012 Non-est . . . . Year 2011 2013 761.39 94.1767 18 8.08 <.0001 Year 2011 2014 Non-est . . . . Year 2011 2015 1327.81 95.1882 18 13.95 <.0001 Year 2012 2013 Non-est . . . . Year 2012 2014 93.1901 94.6970 18 0.98 0.3381 Year 2012 2015 Non-est . . . . Year 2013 2014 Non-est . . . . Year 2013 2015 566.42 94.1767 18 6.01 <.0001 Year 2014 2015 Non-est . . . . Year*T_System HIGH DC_W 2010 HIGH D_FL 2010 2535.54 188.41 125 13.46 <.0001 Year*T_System HIGH DC_W 2010 HIGH D_PE 2010 1898.28 188.41 125 10.08 <.0001 Year*T_System HIGH DC_W 2010 HIGH SC_W 2010 314.53 188.41 125 1.67 0.0975 Year*T_System HIGH DC_W 2010 LOW DC_W 2010 787.19 188.41 125 4.18 <.0001 Year*T_System HIGH DC_W 2010 LOW D_FL 2010 2571.92 188.41 125 13.65 <.0001 Year*T_System HIGH DC_W 2010 LOW D_PE 2010 2184.81 188.41 125 11.60 <.0001 Year*T_System HIGH DC_W 2010 LOW SC_W 2010 185.58 188.41 125 0.98 0.3266 Year*T_System HIGH DC_W 2010 HIGH DC_W 2011 970.56 218.36 125 4.44 <.0001 Year*T_System HIGH DC_W 2010 HIGH Dlen 2011 3305.82 200.33 125 16.50 <.0001 Year*T_System HIGH DC_W 2010 HIGH Dmus 2011 2680.01 200.33 125 13.38 <.0001 Year*T_System HIGH DC_W 2010 HIGH SC_W 2011 721.91 200.33 125 3.60 0.0005 Year*T_System HIGH DC_W 2010 LOW DC_W 2011 1649.40 200.33 125 8.23 <.0001 Year*T_System HIGH DC_W 2010 LOW Dlen 2011 2759.73 200.33 125 13.78 <.0001 Year*T_System HIGH DC_W 2010 LOW Dmus 2011 2652.67 200.33 125 13.24 <.0001 Year*T_System HIGH DC_W 2010 LOW SC_W 2011 608.45 200.33 125 3.04 0.0029 Year*T_System HIGH DC_W 2010 HIGH DC_W 2012 2214.56 196.28 125 11.28 <.0001 Year*T_System HIGH DC_W 2010 HIGH D_FL 2012 2696.27 200.33 125 13.46 <.0001 Year*T_System HIGH DC_W 2010 HIGH D_PE 2012 3712.91 200.33 125 18.53 <.0001 Year*T_System HIGH DC_W 2010 HIGH SC_W 2012 1470.64 200.33 125 7.34 <.0001 Year*T_System HIGH DC_W 2010 LOW DC_W 2012 3184.84 200.33 125 15.90 <.0001 Year*T_System HIGH DC_W 2010 LOW D_FL 2012 3383.53 200.33 125 16.89 <.0001 Year*T_System HIGH DC_W 2010 LOW D_PE 2012 3671.45 215.46 125 17.04 <.0001 Year*T_System HIGH DC_W 2010 LOW SC_W 2012 2336.97 200.33 125 11.67 <.0001 Year*T_System HIGH DC_W 2010 HIGH DC_W 2013 1692.61 201.18 125 8.41 <.0001 Year*T_System HIGH DC_W 2010 HIGH Dlen 2013 3737.96 200.33 125 18.66 <.0001 Year*T_System HIGH DC_W 2010 HIGH Dmus 2013 3192.85 200.33 125 15.94 <.0001 Year*T_System HIGH DC_W 2010 HIGH SC_W 2013 1796.94 200.33 125 8.97 <.0001 Year*T_System HIGH DC_W 2010 LOW DC_W 2013 2200.21 200.33 125 10.98 <.0001 Year*T_System HIGH DC_W 2010 LOW Dlen 2013 3022.52 200.33 125 15.09 <.0001 Year*T_System HIGH DC_W 2010 LOW Dmus 2013 3666.35 200.33 125 18.30 <.0001 Year*T_System HIGH DC_W 2010 LOW SC_W 2013 2130.25 200.33 125 10.63 <.0001 Year*T_System HIGH DC_W 2010 HIGH DC_W 2014 2717.69 200.15 125 13.58 <.0001 Year*T_System HIGH DC_W 2010 HIGH D_FL 2014 3057.24 200.33 125 15.26 <.0001 Year*T_System HIGH DC_W 2010 HIGH D_PE 2014 3608.77 200.33 125 18.01 <.0001 Year*T_System HIGH DC_W 2010 HIGH SC_W 2014 1839.94 200.33 125 9.18 <.0001 Year*T_System HIGH DC_W 2010 LOW DC_W 2014 2952.37 200.33 125 14.74 <.0001 Year*T_System HIGH DC_W 2010 LOW D_FL 2014 3242.18 200.33 125 16.18 <.0001 Year*T_System HIGH DC_W 2010 LOW D_PE 2014 3388.63 200.33 125 16.92 <.0001 Year*T_System HIGH DC_W 2010 LOW SC_W 2014 2609.85 200.33 125 13.03 <.0001 Year*T_System HIGH DC_W 2010 HIGH DC_W 2015 3013.00 200.37 125 15.04 <.0001 Year*T_System HIGH DC_W 2010 HIGH Dlen 2015 3470.39 200.33 125 17.32 <.0001 Year*T_System HIGH DC_W 2010 HIGH Dmus 2015 3338.26 200.33 125 16.66 <.0001 Year*T_System HIGH DC_W 2010 HIGH SC_W 2015 2170.01 200.33 125 10.83 <.0001 Year*T_System HIGH DC_W 2010 LOW DC_W 2015 3222.03 200.33 125 16.08 <.0001 Year*T_System HIGH DC_W 2010 LOW Dlen 2015 3629.94 200.33 125 18.12 <.0001 Year*T_System HIGH DC_W 2010 LOW Dmus 2015 3810.51 200.33 125 19.02 <.0001 Year*T_System HIGH DC_W 2010 LOW SC_W 2015 3316.90 200.33 125 16.56 <.0001 Year*T_System HIGH D_FL 2010 HIGH D_PE 2010 -637.26 188.41 125 -3.38 0.0010 Year*T_System HIGH D_FL 2010 HIGH SC_W 2010 -2221.01 188.41 125 -11.79 <.0001 Year*T_System HIGH D_FL 2010 LOW DC_W 2010 -1748.35 188.41 125 -9.28 <.0001 Year*T_System HIGH D_FL 2010 LOW D_FL 2010 36.3858 188.41 125 0.19 0.8472 Year*T_System HIGH D_FL 2010 LOW D_PE 2010 -350.73 188.41 125 -1.86 0.0650 Year*T_System HIGH D_FL 2010 LOW SC_W 2010 -2349.96 188.41 125 -12.47 <.0001 Year*T_System HIGH D_FL 2010 HIGH DC_W 2011 -1564.98 200.33 125 -7.81 <.0001 Year*T_System HIGH D_FL 2010 HIGH Dlen 2011 770.28 200.33 125 3.85 0.0002 Year*T_System HIGH D_FL 2010 HIGH Dmus 2011 144.47 200.33 125 0.72 0.4722 Year*T_System HIGH D_FL 2010 HIGH SC_W 2011 -1813.63 200.33 125 -9.05 <.0001 Year*T_System HIGH D_FL 2010 LOW DC_W 2011 -886.14 200.33 125 -4.42 <.0001 Year*T_System HIGH D_FL 2010 LOW Dlen 2011 224.19 200.33 125 1.12 0.2652 Year*T_System HIGH D_FL 2010 LOW Dmus 2011 117.13 200.33 125 0.58 0.5598 Year*T_System HIGH D_FL 2010 LOW SC_W 2011 -1927.09 200.33 125 -9.62 <.0001 Year*T_System HIGH D_FL 2010 HIGH DC_W 2012 -320.98 200.33 125 -1.60 0.1116 Year*T_System HIGH D_FL 2010 HIGH D_FL 2012 160.73 196.28 125 0.82 0.4144 Year*T_System HIGH D_FL 2010 HIGH D_PE 2012 1177.37 200.33 125 5.88 <.0001 Year*T_System HIGH D_FL 2010 HIGH SC_W 2012 -1064.90 200.33 125 -5.32 <.0001 Year*T_System HIGH D_FL 2010 LOW DC_W 2012 649.30 200.33 125 3.24 0.0015 Year*T_System HIGH D_FL 2010 LOW D_FL 2012 847.99 200.33 125 4.23 <.0001 Year*T_System HIGH D_FL 2010 LOW D_PE 2012 1135.91 215.46 125 5.27 <.0001 Year*T_System HIGH D_FL 2010 LOW SC_W 2012 -198.57 200.33 125 -0.99 0.3235 Year*T_System HIGH D_FL 2010 HIGH DC_W 2013 -842.93 200.33 125 -4.21 <.0001 Year*T_System HIGH D_FL 2010 HIGH Dlen 2013 1202.42 200.33 125 6.00 <.0001 Year*T_System HIGH D_FL 2010 HIGH Dmus 2013 657.31 200.33 125 3.28 0.0013 Year*T_System HIGH D_FL 2010 HIGH SC_W 2013 -738.60 200.33 125 -3.69 0.0003 Year*T_System HIGH D_FL 2010 LOW DC_W 2013 -335.33 200.33 125 -1.67 0.0967 Year*T_System HIGH D_FL 2010 LOW Dlen 2013 486.98 200.33 125 2.43 0.0165 Year*T_System HIGH D_FL 2010 LOW Dmus 2013 1130.81 200.33 125 5.64 <.0001 Year*T_System HIGH D_FL 2010 LOW SC_W 2013 -405.28 200.33 125 -2.02 0.0452 Year*T_System HIGH D_FL 2010 HIGH DC_W 2014 182.16 200.33 125 0.91 0.3650 Year*T_System HIGH D_FL 2010 HIGH D_FL 2014 521.70 200.15 125 2.61 0.0103 Year*T_System HIGH D_FL 2010 HIGH D_PE 2014 1073.23 200.33 125 5.36 <.0001 Year*T_System HIGH D_FL 2010 HIGH SC_W 2014 -695.60 200.33 125 -3.47 0.0007 Year*T_System HIGH D_FL 2010 LOW DC_W 2014 416.83 200.33 125 2.08 0.0395 Year*T_System HIGH D_FL 2010 LOW D_FL 2014 706.64 200.33 125 3.53 0.0006 Year*T_System HIGH D_FL 2010 LOW D_PE 2014 853.09 200.33 125 4.26 <.0001 Year*T_System HIGH D_FL 2010 LOW SC_W 2014 74.3097 200.33 125 0.37 0.7113 Year*T_System HIGH D_FL 2010 HIGH DC_W 2015 477.47 200.33 125 2.38 0.0187 Year*T_System HIGH D_FL 2010 HIGH Dlen 2015 934.85 200.33 125 4.67 <.0001 Year*T_System HIGH D_FL 2010 HIGH Dmus 2015 802.72 200.33 125 4.01 0.0001 Year*T_System HIGH D_FL 2010 HIGH SC_W 2015 -365.53 200.33 125 -1.82 0.0704 Year*T_System HIGH D_FL 2010 LOW DC_W 2015 686.49 200.33 125 3.43 0.0008 Year*T_System HIGH D_FL 2010 LOW Dlen 2015 1094.40 200.33 125 5.46 <.0001 Year*T_System HIGH D_FL 2010 LOW Dmus 2015 1274.97 200.33 125 6.36 <.0001 Year*T_System HIGH D_FL 2010 LOW SC_W 2015 781.37 200.33 125 3.90 0.0002 Year*T_System HIGH D_PE 2010 HIGH SC_W 2010 -1583.75 188.41 125 -8.41 <.0001 Year*T_System HIGH D_PE 2010 LOW DC_W 2010 -1111.09 188.41 125 -5.90 <.0001 Year*T_System HIGH D_PE 2010 LOW D_FL 2010 673.65 188.41 125 3.58 0.0005 Year*T_System HIGH D_PE 2010 LOW D_PE 2010 286.53 188.41 125 1.52 0.1309 Year*T_System HIGH D_PE 2010 LOW SC_W 2010 -1712.70 188.41 125 -9.09 <.0001 Year*T_System HIGH D_PE 2010 HIGH DC_W 2011 -927.72 200.33 125 -4.63 <.0001 Year*T_System HIGH D_PE 2010 HIGH Dlen 2011 1407.54 200.33 125 7.03 <.0001 Year*T_System HIGH D_PE 2010 HIGH Dmus 2011 781.73 200.33 125 3.90 0.0002 Year*T_System HIGH D_PE 2010 HIGH SC_W 2011 -1176.37 200.33 125 -5.87 <.0001 Year*T_System HIGH D_PE 2010 LOW DC_W 2011 -248.88 200.33 125 -1.24 0.2164 Year*T_System HIGH D_PE 2010 LOW Dlen 2011 861.45 200.33 125 4.30 <.0001 Year*T_System HIGH D_PE 2010 LOW Dmus 2011 754.39 200.33 125 3.77 0.0003 Year*T_System HIGH D_PE 2010 LOW SC_W 2011 -1289.83 200.33 125 -6.44 <.0001 Year*T_System HIGH D_PE 2010 HIGH DC_W 2012 316.28 200.33 125 1.58 0.1169 Year*T_System HIGH D_PE 2010 HIGH D_FL 2012 797.99 200.33 125 3.98 0.0001 Year*T_System HIGH D_PE 2010 HIGH D_PE 2012 1814.63 196.28 125 9.24 <.0001 Year*T_System HIGH D_PE 2010 HIGH SC_W 2012 -427.64 200.33 125 -2.13 0.0347 Year*T_System HIGH D_PE 2010 LOW DC_W 2012 1286.56 200.33 125 6.42 <.0001 Year*T_System HIGH D_PE 2010 LOW D_FL 2012 1485.25 200.33 125 7.41 <.0001 Year*T_System HIGH D_PE 2010 LOW D_PE 2012 1773.17 215.46 125 8.23 <.0001 Year*T_System HIGH D_PE 2010 LOW SC_W 2012 438.69 200.33 125 2.19 0.0304 Year*T_System HIGH D_PE 2010 HIGH DC_W 2013 -205.67 200.33 125 -1.03 0.3066 Year*T_System HIGH D_PE 2010 HIGH Dlen 2013 1839.68 200.33 125 9.18 <.0001 Year*T_System HIGH D_PE 2010 HIGH Dmus 2013 1294.57 200.33 125 6.46 <.0001 Year*T_System HIGH D_PE 2010 HIGH SC_W 2013 -101.34 200.33 125 -0.51 0.6138 Year*T_System HIGH D_PE 2010 LOW DC_W 2013 301.93 200.33 125 1.51 0.1343 Year*T_System HIGH D_PE 2010 LOW Dlen 2013 1124.24 200.33 125 5.61 <.0001 Year*T_System HIGH D_PE 2010 LOW Dmus 2013 1768.07 200.33 125 8.83 <.0001 Year*T_System HIGH D_PE 2010 LOW SC_W 2013 231.98 200.33 125 1.16 0.2491 Year*T_System HIGH D_PE 2010 HIGH DC_W 2014 819.42 200.33 125 4.09 <.0001 Year*T_System HIGH D_PE 2010 HIGH D_FL 2014 1158.96 200.33 125 5.79 <.0001 Year*T_System HIGH D_PE 2010 HIGH D_PE 2014 1710.49 200.15 125 8.55 <.0001 Year*T_System HIGH D_PE 2010 HIGH SC_W 2014 -58.3382 200.33 125 -0.29 0.7714 Year*T_System HIGH D_PE 2010 LOW DC_W 2014 1054.09 200.33 125 5.26 <.0001 Year*T_System HIGH D_PE 2010 LOW D_FL 2014 1343.90 200.33 125 6.71 <.0001 Year*T_System HIGH D_PE 2010 LOW D_PE 2014 1490.35 200.33 125 7.44 <.0001 Year*T_System HIGH D_PE 2010 LOW SC_W 2014 711.57 200.33 125 3.55 0.0005 Year*T_System HIGH D_PE 2010 HIGH DC_W 2015 1114.73 200.33 125 5.56 <.0001 Year*T_System HIGH D_PE 2010 HIGH Dlen 2015 1572.11 200.33 125 7.85 <.0001 Year*T_System HIGH D_PE 2010 HIGH Dmus 2015 1439.98 200.33 125 7.19 <.0001 Year*T_System HIGH D_PE 2010 HIGH SC_W 2015 271.73 200.33 125 1.36 0.1774 Year*T_System HIGH D_PE 2010 LOW DC_W 2015 1323.75 200.33 125 6.61 <.0001 Year*T_System HIGH D_PE 2010 LOW Dlen 2015 1731.66 200.33 125 8.64 <.0001 Year*T_System HIGH D_PE 2010 LOW Dmus 2015 1912.23 200.33 125 9.55 <.0001 Year*T_System HIGH D_PE 2010 LOW SC_W 2015 1418.63 200.33 125 7.08 <.0001 Year*T_System HIGH SC_W 2010 LOW DC_W 2010 472.66 188.41 125 2.51 0.0134 Year*T_System HIGH SC_W 2010 LOW D_FL 2010 2257.39 188.41 125 11.98 <.0001 Year*T_System HIGH SC_W 2010 LOW D_PE 2010 1870.27 188.41 125 9.93 <.0001 Year*T_System HIGH SC_W 2010 LOW SC_W 2010 -128.96 188.41 125 -0.68 0.4950 Year*T_System HIGH SC_W 2010 HIGH DC_W 2011 656.03 200.33 125 3.27 0.0014 Year*T_System HIGH SC_W 2010 HIGH Dlen 2011 2991.28 200.33 125 14.93 <.0001 Year*T_System HIGH SC_W 2010 HIGH Dmus 2011 2365.47 200.33 125 11.81 <.0001 Year*T_System HIGH SC_W 2010 HIGH SC_W 2011 407.38 218.36 125 1.87 0.0644 Year*T_System HIGH SC_W 2010 LOW DC_W 2011 1334.86 200.33 125 6.66 <.0001 Year*T_System HIGH SC_W 2010 LOW Dlen 2011 2445.20 200.33 125 12.21 <.0001 Year*T_System HIGH SC_W 2010 LOW Dmus 2011 2338.14 200.33 125 11.67 <.0001 Year*T_System HIGH SC_W 2010 LOW SC_W 2011 293.92 200.33 125 1.47 0.1448 Year*T_System HIGH SC_W 2010 HIGH DC_W 2012 1900.03 200.33 125 9.48 <.0001 Year*T_System HIGH SC_W 2010 HIGH D_FL 2012 2381.73 200.33 125 11.89 <.0001 Year*T_System HIGH SC_W 2010 HIGH D_PE 2012 3398.37 200.33 125 16.96 <.0001 Year*T_System HIGH SC_W 2010 HIGH SC_W 2012 1156.11 196.28 125 5.89 <.0001 Year*T_System HIGH SC_W 2010 LOW DC_W 2012 2870.30 200.33 125 14.33 <.0001 Year*T_System HIGH SC_W 2010 LOW D_FL 2012 3069.00 200.33 125 15.32 <.0001 Year*T_System HIGH SC_W 2010 LOW D_PE 2012 3356.92 215.46 125 15.58 <.0001 Year*T_System HIGH SC_W 2010 LOW SC_W 2012 2022.43 200.33 125 10.10 <.0001 Year*T_System HIGH SC_W 2010 HIGH DC_W 2013 1378.07 200.33 125 6.88 <.0001 Year*T_System HIGH SC_W 2010 HIGH Dlen 2013 3423.43 200.33 125 17.09 <.0001 Year*T_System HIGH SC_W 2010 HIGH Dmus 2013 2878.32 200.33 125 14.37 <.0001 Year*T_System HIGH SC_W 2010 HIGH SC_W 2013 1482.40 201.18 125 7.37 <.0001 Year*T_System HIGH SC_W 2010 LOW DC_W 2013 1885.67 200.33 125 9.41 <.0001 Year*T_System HIGH SC_W 2010 LOW Dlen 2013 2707.98 200.33 125 13.52 <.0001 Year*T_System HIGH SC_W 2010 LOW Dmus 2013 3351.82 200.33 125 16.73 <.0001 Year*T_System HIGH SC_W 2010 LOW SC_W 2013 1815.72 200.33 125 9.06 <.0001 Year*T_System HIGH SC_W 2010 HIGH DC_W 2014 2403.16 200.33 125 12.00 <.0001 Year*T_System HIGH SC_W 2010 HIGH D_FL 2014 2742.71 200.33 125 13.69 <.0001 Year*T_System HIGH SC_W 2010 HIGH D_PE 2014 3294.24 200.33 125 16.44 <.0001 Year*T_System HIGH SC_W 2010 HIGH SC_W 2014 1525.41 200.15 125 7.62 <.0001 Year*T_System HIGH SC_W 2010 LOW DC_W 2014 2637.84 200.33 125 13.17 <.0001 Year*T_System HIGH SC_W 2010 LOW D_FL 2014 2927.65 200.33 125 14.61 <.0001 Year*T_System HIGH SC_W 2010 LOW D_PE 2014 3074.10 200.33 125 15.35 <.0001 Year*T_System HIGH SC_W 2010 LOW SC_W 2014 2295.32 200.33 125 11.46 <.0001 Year*T_System HIGH SC_W 2010 HIGH DC_W 2015 2698.47 200.33 125 13.47 <.0001 Year*T_System HIGH SC_W 2010 HIGH Dlen 2015 3155.86 200.33 125 15.75 <.0001 Year*T_System HIGH SC_W 2010 HIGH Dmus 2015 3023.73 200.33 125 15.09 <.0001 Year*T_System HIGH SC_W 2010 HIGH SC_W 2015 1855.48 200.37 125 9.26 <.0001 Year*T_System HIGH SC_W 2010 LOW DC_W 2015 2907.50 200.33 125 14.51 <.0001 Year*T_System HIGH SC_W 2010 LOW Dlen 2015 3315.41 200.33 125 16.55 <.0001 Year*T_System HIGH SC_W 2010 LOW Dmus 2015 3495.98 200.33 125 17.45 <.0001 Year*T_System HIGH SC_W 2010 LOW SC_W 2015 3002.37 200.33 125 14.99 <.0001 Year*T_System LOW DC_W 2010 LOW D_FL 2010 1784.74 188.41 125 9.47 <.0001 Year*T_System LOW DC_W 2010 LOW D_PE 2010 1397.62 188.41 125 7.42 <.0001 Year*T_System LOW DC_W 2010 LOW SC_W 2010 -601.61 188.41 125 -3.19 0.0018 Year*T_System LOW DC_W 2010 HIGH DC_W 2011 183.37 200.33 125 0.92 0.3618 Year*T_System LOW DC_W 2010 HIGH Dlen 2011 2518.63 200.33 125 12.57 <.0001 Year*T_System LOW DC_W 2010 HIGH Dmus 2011 1892.82 200.33 125 9.45 <.0001 Year*T_System LOW DC_W 2010 HIGH SC_W 2011 -65.2762 200.33 125 -0.33 0.7451 Year*T_System LOW DC_W 2010 LOW DC_W 2011 862.21 218.36 125 3.95 0.0001 Year*T_System LOW DC_W 2010 LOW Dlen 2011 1972.54 200.33 125 9.85 <.0001 Year*T_System LOW DC_W 2010 LOW Dmus 2011 1865.48 200.33 125 9.31 <.0001 Year*T_System LOW DC_W 2010 LOW SC_W 2011 -178.74 200.33 125 -0.89 0.3740 Year*T_System LOW DC_W 2010 HIGH DC_W 2012 1427.37 200.33 125 7.13 <.0001 Year*T_System LOW DC_W 2010 HIGH D_FL 2012 1909.08 200.33 125 9.53 <.0001 Year*T_System LOW DC_W 2010 HIGH D_PE 2012 2925.72 200.33 125 14.60 <.0001 Year*T_System LOW DC_W 2010 HIGH SC_W 2012 683.45 200.33 125 3.41 0.0009 Year*T_System LOW DC_W 2010 LOW DC_W 2012 2397.65 196.28 125 12.22 <.0001 Year*T_System LOW DC_W 2010 LOW D_FL 2012 2596.34 200.33 125 12.96 <.0001 Year*T_System LOW DC_W 2010 LOW D_PE 2012 2884.26 215.46 125 13.39 <.0001 Year*T_System LOW DC_W 2010 LOW SC_W 2012 1549.78 200.33 125 7.74 <.0001 Year*T_System LOW DC_W 2010 HIGH DC_W 2013 905.42 200.33 125 4.52 <.0001 Year*T_System LOW DC_W 2010 HIGH Dlen 2013 2950.77 200.33 125 14.73 <.0001 Year*T_System LOW DC_W 2010 HIGH Dmus 2013 2405.66 200.33 125 12.01 <.0001 Year*T_System LOW DC_W 2010 HIGH SC_W 2013 1009.75 200.33 125 5.04 <.0001 Year*T_System LOW DC_W 2010 LOW DC_W 2013 1413.02 201.18 125 7.02 <.0001 Year*T_System LOW DC_W 2010 LOW Dlen 2013 2235.33 200.33 125 11.16 <.0001 Year*T_System LOW DC_W 2010 LOW Dmus 2013 2879.16 200.33 125 14.37 <.0001 Year*T_System LOW DC_W 2010 LOW SC_W 2013 1343.06 200.33 125 6.70 <.0001 Year*T_System LOW DC_W 2010 HIGH DC_W 2014 1930.50 200.33 125 9.64 <.0001 Year*T_System LOW DC_W 2010 HIGH D_FL 2014 2270.05 200.33 125 11.33 <.0001 Year*T_System LOW DC_W 2010 HIGH D_PE 2014 2821.58 200.33 125 14.08 <.0001 Year*T_System LOW DC_W 2010 HIGH SC_W 2014 1052.75 200.33 125 5.26 <.0001 Year*T_System LOW DC_W 2010 LOW DC_W 2014 2165.18 200.15 125 10.82 <.0001 Year*T_System LOW DC_W 2010 LOW D_FL 2014 2454.99 200.33 125 12.25 <.0001 Year*T_System LOW DC_W 2010 LOW D_PE 2014 2601.44 200.33 125 12.99 <.0001 Year*T_System LOW DC_W 2010 LOW SC_W 2014 1822.66 200.33 125 9.10 <.0001 Year*T_System LOW DC_W 2010 HIGH DC_W 2015 2225.81 200.33 125 11.11 <.0001 Year*T_System LOW DC_W 2010 HIGH Dlen 2015 2683.20 200.33 125 13.39 <.0001 Year*T_System LOW DC_W 2010 HIGH Dmus 2015 2551.07 200.33 125 12.73 <.0001 Year*T_System LOW DC_W 2010 HIGH SC_W 2015 1382.82 200.33 125 6.90 <.0001 Year*T_System LOW DC_W 2010 LOW DC_W 2015 2434.84 200.37 125 12.15 <.0001 Year*T_System LOW DC_W 2010 LOW Dlen 2015 2842.75 200.33 125 14.19 <.0001 Year*T_System LOW DC_W 2010 LOW Dmus 2015 3023.32 200.33 125 15.09 <.0001 Year*T_System LOW DC_W 2010 LOW SC_W 2015 2529.71 200.33 125 12.63 <.0001 Year*T_System LOW D_FL 2010 LOW D_PE 2010 -387.12 188.41 125 -2.05 0.0420 Year*T_System LOW D_FL 2010 LOW SC_W 2010 -2386.35 188.41 125 -12.67 <.0001 Year*T_System LOW D_FL 2010 HIGH DC_W 2011 -1601.36 200.33 125 -7.99 <.0001 Year*T_System LOW D_FL 2010 HIGH Dlen 2011 733.89 200.33 125 3.66 0.0004 Year*T_System LOW D_FL 2010 HIGH Dmus 2011 108.08 200.33 125 0.54 0.5905 Year*T_System LOW D_FL 2010 HIGH SC_W 2011 -1850.01 200.33 125 -9.23 <.0001 Year*T_System LOW D_FL 2010 LOW DC_W 2011 -922.53 200.33 125 -4.61 <.0001 Year*T_System LOW D_FL 2010 LOW Dlen 2011 187.80 200.33 125 0.94 0.3503 Year*T_System LOW D_FL 2010 LOW Dmus 2011 80.7436 200.33 125 0.40 0.6876 Year*T_System LOW D_FL 2010 LOW SC_W 2011 -1963.48 200.33 125 -9.80 <.0001 Year*T_System LOW D_FL 2010 HIGH DC_W 2012 -357.37 200.33 125 -1.78 0.0769 Year*T_System LOW D_FL 2010 HIGH D_FL 2012 124.34 200.33 125 0.62 0.5359 Year*T_System LOW D_FL 2010 HIGH D_PE 2012 1140.98 200.33 125 5.70 <.0001 Year*T_System LOW D_FL 2010 HIGH SC_W 2012 -1101.28 200.33 125 -5.50 <.0001 Year*T_System LOW D_FL 2010 LOW DC_W 2012 612.91 200.33 125 3.06 0.0027 Year*T_System LOW D_FL 2010 LOW D_FL 2012 811.61 196.28 125 4.13 <.0001 Year*T_System LOW D_FL 2010 LOW D_PE 2012 1099.53 215.46 125 5.10 <.0001 Year*T_System LOW D_FL 2010 LOW SC_W 2012 -234.96 200.33 125 -1.17 0.2431 Year*T_System LOW D_FL 2010 HIGH DC_W 2013 -879.32 200.33 125 -4.39 <.0001 Year*T_System LOW D_FL 2010 HIGH Dlen 2013 1166.04 200.33 125 5.82 <.0001 The SAS System 09:44 Thursday, February 18, 2016 3 The Mixed Procedure Differences of Least Squares Means Standard Effect T_System Year T_System Year Estimate Error DF t Value Pr > |t| Year*T_System LOW D_FL 2010 HIGH Dmus 2013 620.93 200.33 125 3.10 0.0024 Year*T_System LOW D_FL 2010 HIGH SC_W 2013 -774.99 200.33 125 -3.87 0.0002 Year*T_System LOW D_FL 2010 LOW DC_W 2013 -371.72 200.33 125 -1.86 0.0659 Year*T_System LOW D_FL 2010 LOW Dlen 2013 450.59 200.33 125 2.25 0.0262 Year*T_System LOW D_FL 2010 LOW Dmus 2013 1094.42 200.33 125 5.46 <.0001 Year*T_System LOW D_FL 2010 LOW SC_W 2013 -441.67 200.33 125 -2.20 0.0293 Year*T_System LOW D_FL 2010 HIGH DC_W 2014 145.77 200.33 125 0.73 0.4682 Year*T_System LOW D_FL 2010 HIGH D_FL 2014 485.32 200.33 125 2.42 0.0168 Year*T_System LOW D_FL 2010 HIGH D_PE 2014 1036.85 200.33 125 5.18 <.0001 Year*T_System LOW D_FL 2010 HIGH SC_W 2014 -731.98 200.33 125 -3.65 0.0004 Year*T_System LOW D_FL 2010 LOW DC_W 2014 380.44 200.33 125 1.90 0.0599 Year*T_System LOW D_FL 2010 LOW D_FL 2014 670.26 200.15 125 3.35 0.0011 Year*T_System LOW D_FL 2010 LOW D_PE 2014 816.71 200.33 125 4.08 <.0001 Year*T_System LOW D_FL 2010 LOW SC_W 2014 37.9239 200.33 125 0.19 0.8502 Year*T_System LOW D_FL 2010 HIGH DC_W 2015 441.08 200.33 125 2.20 0.0295 Year*T_System LOW D_FL 2010 HIGH Dlen 2015 898.47 200.33 125 4.48 <.0001 Year*T_System LOW D_FL 2010 HIGH Dmus 2015 766.34 200.33 125 3.83 0.0002 Year*T_System LOW D_FL 2010 HIGH SC_W 2015 -401.92 200.33 125 -2.01 0.0470 Year*T_System LOW D_FL 2010 LOW DC_W 2015 650.11 200.33 125 3.25 0.0015 Year*T_System LOW D_FL 2010 LOW Dlen 2015 1058.01 200.33 125 5.28 <.0001 Year*T_System LOW D_FL 2010 LOW Dmus 2015 1238.59 200.33 125 6.18 <.0001 Year*T_System LOW D_FL 2010 LOW SC_W 2015 744.98 200.33 125 3.72 0.0003 Year*T_System LOW D_PE 2010 LOW SC_W 2010 -1999.23 188.41 125 -10.61 <.0001 Year*T_System LOW D_PE 2010 HIGH DC_W 2011 -1214.25 200.33 125 -6.06 <.0001 Year*T_System LOW D_PE 2010 HIGH Dlen 2011 1121.01 200.33 125 5.60 <.0001 Year*T_System LOW D_PE 2010 HIGH Dmus 2011 495.20 200.33 125 2.47 0.0148 Year*T_System LOW D_PE 2010 HIGH SC_W 2011 -1462.89 200.33 125 -7.30 <.0001 Year*T_System LOW D_PE 2010 LOW DC_W 2011 -535.41 200.33 125 -2.67 0.0085 Year*T_System LOW D_PE 2010 LOW Dlen 2011 574.92 200.33 125 2.87 0.0048 Year*T_System LOW D_PE 2010 LOW Dmus 2011 467.86 200.33 125 2.34 0.0211 Year*T_System LOW D_PE 2010 LOW SC_W 2011 -1576.36 200.33 125 -7.87 <.0001 Year*T_System LOW D_PE 2010 HIGH DC_W 2012 29.7526 200.33 125 0.15 0.8822 Year*T_System LOW D_PE 2010 HIGH D_FL 2012 511.46 200.33 125 2.55 0.0119 Year*T_System LOW D_PE 2010 HIGH D_PE 2012 1528.10 200.33 125 7.63 <.0001 Year*T_System LOW D_PE 2010 HIGH SC_W 2012 -714.16 200.33 125 -3.56 0.0005 Year*T_System LOW D_PE 2010 LOW DC_W 2012 1000.03 200.33 125 4.99 <.0001 Year*T_System LOW D_PE 2010 LOW D_FL 2012 1198.73 200.33 125 5.98 <.0001 Year*T_System LOW D_PE 2010 LOW D_PE 2012 1486.64 211.70 125 7.02 <.0001 Year*T_System LOW D_PE 2010 LOW SC_W 2012 152.16 200.33 125 0.76 0.4490 Year*T_System LOW D_PE 2010 HIGH DC_W 2013 -492.20 200.33 125 -2.46 0.0154 Year*T_System LOW D_PE 2010 HIGH Dlen 2013 1553.15 200.33 125 7.75 <.0001 Year*T_System LOW D_PE 2010 HIGH Dmus 2013 1008.05 200.33 125 5.03 <.0001 Year*T_System LOW D_PE 2010 HIGH SC_W 2013 -387.87 200.33 125 -1.94 0.0551 Year*T_System LOW D_PE 2010 LOW DC_W 2013 15.3988 200.33 125 0.08 0.9389 Year*T_System LOW D_PE 2010 LOW Dlen 2013 837.71 200.33 125 4.18 <.0001 Year*T_System LOW D_PE 2010 LOW Dmus 2013 1481.54 200.33 125 7.40 <.0001 Year*T_System LOW D_PE 2010 LOW SC_W 2013 -54.5517 200.33 125 -0.27 0.7858 Year*T_System LOW D_PE 2010 HIGH DC_W 2014 532.89 200.33 125 2.66 0.0088 Year*T_System LOW D_PE 2010 HIGH D_FL 2014 872.43 200.33 125 4.35 <.0001 Year*T_System LOW D_PE 2010 HIGH D_PE 2014 1423.97 200.33 125 7.11 <.0001 Year*T_System LOW D_PE 2010 HIGH SC_W 2014 -344.87 200.33 125 -1.72 0.0876 Year*T_System LOW D_PE 2010 LOW DC_W 2014 767.56 200.33 125 3.83 0.0002 Year*T_System LOW D_PE 2010 LOW D_FL 2014 1057.38 200.33 125 5.28 <.0001 Year*T_System LOW D_PE 2010 LOW D_PE 2014 1203.83 200.15 125 6.01 <.0001 Year*T_System LOW D_PE 2010 LOW SC_W 2014 425.04 200.33 125 2.12 0.0358 Year*T_System LOW D_PE 2010 HIGH DC_W 2015 828.20 200.33 125 4.13 <.0001 Year*T_System LOW D_PE 2010 HIGH Dlen 2015 1285.59 200.33 125 6.42 <.0001 Year*T_System LOW D_PE 2010 HIGH Dmus 2015 1153.46 200.33 125 5.76 <.0001 Year*T_System LOW D_PE 2010 HIGH SC_W 2015 -14.7973 200.33 125 -0.07 0.9412 Year*T_System LOW D_PE 2010 LOW DC_W 2015 1037.23 200.33 125 5.18 <.0001 Year*T_System LOW D_PE 2010 LOW Dlen 2015 1445.13 200.33 125 7.21 <.0001 Year*T_System LOW D_PE 2010 LOW Dmus 2015 1625.70 200.33 125 8.12 <.0001 Year*T_System LOW D_PE 2010 LOW SC_W 2015 1132.10 200.33 125 5.65 <.0001 Year*T_System LOW SC_W 2010 HIGH DC_W 2011 784.98 200.33 125 3.92 0.0001 Year*T_System LOW SC_W 2010 HIGH Dlen 2011 3120.24 200.33 125 15.58 <.0001 Year*T_System LOW SC_W 2010 HIGH Dmus 2011 2494.43 200.33 125 12.45 <.0001 Year*T_System LOW SC_W 2010 HIGH SC_W 2011 536.34 200.33 125 2.68 0.0084 Year*T_System LOW SC_W 2010 LOW DC_W 2011 1463.82 200.33 125 7.31 <.0001 Year*T_System LOW SC_W 2010 LOW Dlen 2011 2574.15 200.33 125 12.85 <.0001 Year*T_System LOW SC_W 2010 LOW Dmus 2011 2467.09 200.33 125 12.32 <.0001 Year*T_System LOW SC_W 2010 LOW SC_W 2011 422.87 218.36 125 1.94 0.0551 Year*T_System LOW SC_W 2010 HIGH DC_W 2012 2028.98 200.33 125 10.13 <.0001 Year*T_System LOW SC_W 2010 HIGH D_FL 2012 2510.69 200.33 125 12.53 <.0001 Year*T_System LOW SC_W 2010 HIGH D_PE 2012 3527.33 200.33 125 17.61 <.0001 Year*T_System LOW SC_W 2010 HIGH SC_W 2012 1285.07 200.33 125 6.41 <.0001 Year*T_System LOW SC_W 2010 LOW DC_W 2012 2999.26 200.33 125 14.97 <.0001 Year*T_System LOW SC_W 2010 LOW D_FL 2012 3197.96 200.33 125 15.96 <.0001 Year*T_System LOW SC_W 2010 LOW D_PE 2012 3485.87 215.46 125 16.18 <.0001 Year*T_System LOW SC_W 2010 LOW SC_W 2012 2151.39 196.28 125 10.96 <.0001 Year*T_System LOW SC_W 2010 HIGH DC_W 2013 1507.03 200.33 125 7.52 <.0001 Year*T_System LOW SC_W 2010 HIGH Dlen 2013 3552.38 200.33 125 17.73 <.0001 Year*T_System LOW SC_W 2010 HIGH Dmus 2013 3007.28 200.33 125 15.01 <.0001 Year*T_System LOW SC_W 2010 HIGH SC_W 2013 1611.36 200.33 125 8.04 <.0001 Year*T_System LOW SC_W 2010 LOW DC_W 2013 2014.63 200.33 125 10.06 <.0001 Year*T_System LOW SC_W 2010 LOW Dlen 2013 2836.94 200.33 125 14.16 <.0001 Year*T_System LOW SC_W 2010 LOW Dmus 2013 3480.77 200.33 125 17.38 <.0001 Year*T_System LOW SC_W 2010 LOW SC_W 2013 1944.68 201.18 125 9.67 <.0001 Year*T_System LOW SC_W 2010 HIGH DC_W 2014 2532.12 200.33 125 12.64 <.0001 Year*T_System LOW SC_W 2010 HIGH D_FL 2014 2871.66 200.33 125 14.33 <.0001 Year*T_System LOW SC_W 2010 HIGH D_PE 2014 3423.20 200.33 125 17.09 <.0001 Year*T_System LOW SC_W 2010 HIGH SC_W 2014 1654.36 200.33 125 8.26 <.0001 Year*T_System LOW SC_W 2010 LOW DC_W 2014 2766.79 200.33 125 13.81 <.0001 Year*T_System LOW SC_W 2010 LOW D_FL 2014 3056.61 200.33 125 15.26 <.0001 Year*T_System LOW SC_W 2010 LOW D_PE 2014 3203.06 200.33 125 15.99 <.0001 Year*T_System LOW SC_W 2010 LOW SC_W 2014 2424.27 200.15 125 12.11 <.0001 Year*T_System LOW SC_W 2010 HIGH DC_W 2015 2827.43 200.33 125 14.11 <.0001 Year*T_System LOW SC_W 2010 HIGH Dlen 2015 3284.82 200.33 125 16.40 <.0001 Year*T_System LOW SC_W 2010 HIGH Dmus 2015 3152.69 200.33 125 15.74 <.0001 Year*T_System LOW SC_W 2010 HIGH SC_W 2015 1984.43 200.33 125 9.91 <.0001 Year*T_System LOW SC_W 2010 LOW DC_W 2015 3036.46 200.33 125 15.16 <.0001 Year*T_System LOW SC_W 2010 LOW Dlen 2015 3444.36 200.33 125 17.19 <.0001 Year*T_System LOW SC_W 2010 LOW Dmus 2015 3624.93 200.33 125 18.09 <.0001 Year*T_System LOW SC_W 2010 LOW SC_W 2015 3131.33 200.37 125 15.63 <.0001 Year*T_System HIGH DC_W 2011 HIGH Dlen 2011 2335.26 188.41 125 12.39 <.0001 Year*T_System HIGH DC_W 2011 HIGH Dmus 2011 1709.45 188.41 125 9.07 <.0001 Year*T_System HIGH DC_W 2011 HIGH SC_W 2011 -248.65 188.41 125 -1.32 0.1894 Year*T_System HIGH DC_W 2011 LOW DC_W 2011 678.84 188.41 125 3.60 0.0005 Year*T_System HIGH DC_W 2011 LOW Dlen 2011 1789.17 188.41 125 9.50 <.0001 Year*T_System HIGH DC_W 2011 LOW Dmus 2011 1682.11 188.41 125 8.93 <.0001 Year*T_System HIGH DC_W 2011 LOW SC_W 2011 -362.11 188.41 125 -1.92 0.0569 Year*T_System HIGH DC_W 2011 HIGH DC_W 2012 1244.00 218.36 125 5.70 <.0001 Year*T_System HIGH DC_W 2011 HIGH D_FL 2012 1725.71 200.33 125 8.61 <.0001 Year*T_System HIGH DC_W 2011 HIGH D_PE 2012 2742.35 200.33 125 13.69 <.0001 Year*T_System HIGH DC_W 2011 HIGH SC_W 2012 500.08 200.33 125 2.50 0.0139 Year*T_System HIGH DC_W 2011 LOW DC_W 2012 2214.28 200.33 125 11.05 <.0001 Year*T_System HIGH DC_W 2011 LOW D_FL 2012 2412.97 200.33 125 12.04 <.0001 Year*T_System HIGH DC_W 2011 LOW D_PE 2012 2700.89 215.46 125 12.54 <.0001 Year*T_System HIGH DC_W 2011 LOW SC_W 2012 1366.41 200.33 125 6.82 <.0001 Year*T_System HIGH DC_W 2011 HIGH DC_W 2013 722.05 196.28 125 3.68 0.0003 Year*T_System HIGH DC_W 2011 HIGH Dlen 2013 2767.40 200.33 125 13.81 <.0001 Year*T_System HIGH DC_W 2011 HIGH Dmus 2013 2222.29 200.33 125 11.09 <.0001 Year*T_System HIGH DC_W 2011 HIGH SC_W 2013 826.38 200.33 125 4.13 <.0001 Year*T_System HIGH DC_W 2011 LOW DC_W 2013 1229.65 200.33 125 6.14 <.0001 Year*T_System HIGH DC_W 2011 LOW Dlen 2013 2051.96 200.33 125 10.24 <.0001 Year*T_System HIGH DC_W 2011 LOW Dmus 2013 2695.79 200.33 125 13.46 <.0001 Year*T_System HIGH DC_W 2011 LOW SC_W 2013 1159.69 200.33 125 5.79 <.0001 Year*T_System HIGH DC_W 2011 HIGH DC_W 2014 1747.13 201.18 125 8.68 <.0001 Year*T_System HIGH DC_W 2011 HIGH D_FL 2014 2086.68 200.33 125 10.42 <.0001 Year*T_System HIGH DC_W 2011 HIGH D_PE 2014 2638.21 200.33 125 13.17 <.0001 Year*T_System HIGH DC_W 2011 HIGH SC_W 2014 869.38 200.33 125 4.34 <.0001 Year*T_System HIGH DC_W 2011 LOW DC_W 2014 1981.81 200.33 125 9.89 <.0001 Year*T_System HIGH DC_W 2011 LOW D_FL 2014 2271.62 200.33 125 11.34 <.0001 Year*T_System HIGH DC_W 2011 LOW D_PE 2014 2418.07 200.33 125 12.07 <.0001 Year*T_System HIGH DC_W 2011 LOW SC_W 2014 1639.29 200.33 125 8.18 <.0001 Year*T_System HIGH DC_W 2011 HIGH DC_W 2015 2042.44 200.15 125 10.20 <.0001 Year*T_System HIGH DC_W 2011 HIGH Dlen 2015 2499.83 200.33 125 12.48 <.0001 Year*T_System HIGH DC_W 2011 HIGH Dmus 2015 2367.70 200.33 125 11.82 <.0001 Year*T_System HIGH DC_W 2011 HIGH SC_W 2015 1199.45 200.33 125 5.99 <.0001 Year*T_System HIGH DC_W 2011 LOW DC_W 2015 2251.47 200.33 125 11.24 <.0001 Year*T_System HIGH DC_W 2011 LOW Dlen 2015 2659.38 200.33 125 13.27 <.0001 Year*T_System HIGH DC_W 2011 LOW Dmus 2015 2839.95 200.33 125 14.18 <.0001 Year*T_System HIGH DC_W 2011 LOW SC_W 2015 2346.34 200.33 125 11.71 <.0001 Year*T_System HIGH Dlen 2011 HIGH Dmus 2011 -625.81 188.41 125 -3.32 0.0012 Year*T_System HIGH Dlen 2011 HIGH SC_W 2011 -2583.90 188.41 125 -13.71 <.0001 Year*T_System HIGH Dlen 2011 LOW DC_W 2011 -1656.42 188.41 125 -8.79 <.0001 Year*T_System HIGH Dlen 2011 LOW Dlen 2011 -546.09 188.41 125 -2.90 0.0044 Year*T_System HIGH Dlen 2011 LOW Dmus 2011 -653.15 188.41 125 -3.47 0.0007 Year*T_System HIGH Dlen 2011 LOW SC_W 2011 -2697.37 188.41 125 -14.32 <.0001 Year*T_System HIGH Dlen 2011 HIGH DC_W 2012 -1091.26 200.33 125 -5.45 <.0001 Year*T_System HIGH Dlen 2011 HIGH D_FL 2012 -609.55 200.33 125 -3.04 0.0029 Year*T_System HIGH Dlen 2011 HIGH D_PE 2012 407.09 200.33 125 2.03 0.0443 Year*T_System HIGH Dlen 2011 HIGH SC_W 2012 -1835.17 200.33 125 -9.16 <.0001 Year*T_System HIGH Dlen 2011 LOW DC_W 2012 -120.98 200.33 125 -0.60 0.5470 Year*T_System HIGH Dlen 2011 LOW D_FL 2012 77.7168 200.33 125 0.39 0.6987 Year*T_System HIGH Dlen 2011 LOW D_PE 2012 365.63 215.46 125 1.70 0.0922 Year*T_System HIGH Dlen 2011 LOW SC_W 2012 -968.85 200.33 125 -4.84 <.0001 Year*T_System HIGH Dlen 2011 HIGH DC_W 2013 -1613.21 200.33 125 -8.05 <.0001 Year*T_System HIGH Dlen 2011 HIGH Dlen 2013 432.14 196.28 125 2.20 0.0295 Year*T_System HIGH Dlen 2011 HIGH Dmus 2013 -112.97 200.33 125 -0.56 0.5738 Year*T_System HIGH Dlen 2011 HIGH SC_W 2013 -1508.88 200.33 125 -7.53 <.0001 Year*T_System HIGH Dlen 2011 LOW DC_W 2013 -1105.61 200.33 125 -5.52 <.0001 Year*T_System HIGH Dlen 2011 LOW Dlen 2013 -283.30 200.33 125 -1.41 0.1598 Year*T_System HIGH Dlen 2011 LOW Dmus 2013 360.53 200.33 125 1.80 0.0743 Year*T_System HIGH Dlen 2011 LOW SC_W 2013 -1175.56 200.33 125 -5.87 <.0001 Year*T_System HIGH Dlen 2011 HIGH DC_W 2014 -588.12 200.33 125 -2.94 0.0040 Year*T_System HIGH Dlen 2011 HIGH D_FL 2014 -248.58 200.33 125 -1.24 0.2170 Year*T_System HIGH Dlen 2011 HIGH D_PE 2014 302.96 200.33 125 1.51 0.1330 Year*T_System HIGH Dlen 2011 HIGH SC_W 2014 -1465.88 200.33 125 -7.32 <.0001 Year*T_System HIGH Dlen 2011 LOW DC_W 2014 -353.45 200.33 125 -1.76 0.0801 Year*T_System HIGH Dlen 2011 LOW D_FL 2014 -63.6341 200.33 125 -0.32 0.7513 Year*T_System HIGH Dlen 2011 LOW D_PE 2014 82.8163 200.33 125 0.41 0.6800 Year*T_System HIGH Dlen 2011 LOW SC_W 2014 -695.97 200.33 125 -3.47 0.0007 Year*T_System HIGH Dlen 2011 HIGH DC_W 2015 -292.81 200.33 125 -1.46 0.1463 Year*T_System HIGH Dlen 2011 HIGH Dlen 2015 164.58 200.15 125 0.82 0.4125 Year*T_System HIGH Dlen 2011 HIGH Dmus 2015 32.4463 200.33 125 0.16 0.8716 Year*T_System HIGH Dlen 2011 HIGH SC_W 2015 -1135.81 200.33 125 -5.67 <.0001 Year*T_System HIGH Dlen 2011 LOW DC_W 2015 -83.7847 200.33 125 -0.42 0.6765 Year*T_System HIGH Dlen 2011 LOW Dlen 2015 324.12 200.33 125 1.62 0.1082 Year*T_System HIGH Dlen 2011 LOW Dmus 2015 504.69 200.33 125 2.52 0.0130 Year*T_System HIGH Dlen 2011 LOW SC_W 2015 11.0877 200.33 125 0.06 0.9560 Year*T_System HIGH Dmus 2011 HIGH SC_W 2011 -1958.09 188.41 125 -10.39 <.0001 Year*T_System HIGH Dmus 2011 LOW DC_W 2011 -1030.61 188.41 125 -5.47 <.0001 Year*T_System HIGH Dmus 2011 LOW Dlen 2011 79.7228 188.41 125 0.42 0.6729 Year*T_System HIGH Dmus 2011 LOW Dmus 2011 -27.3373 188.41 125 -0.15 0.8849 Year*T_System HIGH Dmus 2011 LOW SC_W 2011 -2071.56 188.41 125 -10.99 <.0001 Year*T_System HIGH Dmus 2011 HIGH DC_W 2012 -465.45 200.33 125 -2.32 0.0218 Year*T_System HIGH Dmus 2011 HIGH D_FL 2012 16.2593 200.33 125 0.08 0.9354 Year*T_System HIGH Dmus 2011 HIGH D_PE 2012 1032.90 200.33 125 5.16 <.0001 Year*T_System HIGH Dmus 2011 HIGH SC_W 2012 -1209.36 200.33 125 -6.04 <.0001 Year*T_System HIGH Dmus 2011 LOW DC_W 2012 504.83 200.33 125 2.52 0.0130 Year*T_System HIGH Dmus 2011 LOW D_FL 2012 703.53 200.33 125 3.51 0.0006 Year*T_System HIGH Dmus 2011 LOW D_PE 2012 991.44 215.46 125 4.60 <.0001 Year*T_System HIGH Dmus 2011 LOW SC_W 2012 -343.04 200.33 125 -1.71 0.0893 Year*T_System HIGH Dmus 2011 HIGH DC_W 2013 -987.40 200.33 125 -4.93 <.0001 Year*T_System HIGH Dmus 2011 HIGH Dlen 2013 1057.95 200.33 125 5.28 <.0001 Year*T_System HIGH Dmus 2011 HIGH Dmus 2013 512.85 196.28 125 2.61 0.0101 Year*T_System HIGH Dmus 2011 HIGH SC_W 2013 -883.07 200.33 125 -4.41 <.0001 Year*T_System HIGH Dmus 2011 LOW DC_W 2013 -479.80 200.33 125 -2.40 0.0181 Year*T_System HIGH Dmus 2011 LOW Dlen 2013 342.51 200.33 125 1.71 0.0898 Year*T_System HIGH Dmus 2011 LOW Dmus 2013 986.34 200.33 125 4.92 <.0001 Year*T_System HIGH Dmus 2011 LOW SC_W 2013 -549.75 200.33 125 -2.74 0.0070 Year*T_System HIGH Dmus 2011 HIGH DC_W 2014 37.6885 200.33 125 0.19 0.8511 Year*T_System HIGH Dmus 2011 HIGH D_FL 2014 377.23 200.33 125 1.88 0.0620 Year*T_System HIGH Dmus 2011 HIGH D_PE 2014 928.77 200.33 125 4.64 <.0001 Year*T_System HIGH Dmus 2011 HIGH SC_W 2014 -840.07 200.33 125 -4.19 <.0001 Year*T_System HIGH Dmus 2011 LOW DC_W 2014 272.36 200.33 125 1.36 0.1764 Year*T_System HIGH Dmus 2011 LOW D_FL 2014 562.18 200.33 125 2.81 0.0058 Year*T_System HIGH Dmus 2011 LOW D_PE 2014 708.63 200.33 125 3.54 0.0006 Year*T_System HIGH Dmus 2011 LOW SC_W 2014 -70.1570 200.33 125 -0.35 0.7268 Year*T_System HIGH Dmus 2011 HIGH DC_W 2015 333.00 200.33 125 1.66 0.0990 Year*T_System HIGH Dmus 2011 HIGH Dlen 2015 790.39 200.33 125 3.95 0.0001 Year*T_System HIGH Dmus 2011 HIGH Dmus 2015 658.26 200.15 125 3.29 0.0013 Year*T_System HIGH Dmus 2011 HIGH SC_W 2015 -510.00 200.33 125 -2.55 0.0121 Year*T_System HIGH Dmus 2011 LOW DC_W 2015 542.03 200.33 125 2.71 0.0078 Year*T_System HIGH Dmus 2011 LOW Dlen 2015 949.93 200.33 125 4.74 <.0001 Year*T_System HIGH Dmus 2011 LOW Dmus 2015 1130.50 200.33 125 5.64 <.0001 Year*T_System HIGH Dmus 2011 LOW SC_W 2015 636.90 200.33 125 3.18 0.0019 Year*T_System HIGH SC_W 2011 LOW DC_W 2011 927.48 188.41 125 4.92 <.0001 Year*T_System HIGH SC_W 2011 LOW Dlen 2011 2037.82 188.41 125 10.82 <.0001 Year*T_System HIGH SC_W 2011 LOW Dmus 2011 1930.76 188.41 125 10.25 <.0001 Year*T_System HIGH SC_W 2011 LOW SC_W 2011 -113.46 188.41 125 -0.60 0.5481 Year*T_System HIGH SC_W 2011 HIGH DC_W 2012 1492.65 200.33 125 7.45 <.0001 Year*T_System HIGH SC_W 2011 HIGH D_FL 2012 1974.35 200.33 125 9.86 <.0001 Year*T_System HIGH SC_W 2011 HIGH D_PE 2012 2990.99 200.33 125 14.93 <.0001 Year*T_System HIGH SC_W 2011 HIGH SC_W 2012 748.73 218.36 125 3.43 0.0008 Year*T_System HIGH SC_W 2011 LOW DC_W 2012 2462.92 200.33 125 12.29 <.0001 Year*T_System HIGH SC_W 2011 LOW D_FL 2012 2661.62 200.33 125 13.29 <.0001 Year*T_System HIGH SC_W 2011 LOW D_PE 2012 2949.54 215.46 125 13.69 <.0001 Year*T_System HIGH SC_W 2011 LOW SC_W 2012 1615.05 200.33 125 8.06 <.0001 Year*T_System HIGH SC_W 2011 HIGH DC_W 2013 970.69 200.33 125 4.85 <.0001 Year*T_System HIGH SC_W 2011 HIGH Dlen 2013 3016.05 200.33 125 15.06 <.0001 Year*T_System HIGH SC_W 2011 HIGH Dmus 2013 2470.94 200.33 125 12.33 <.0001 Year*T_System HIGH SC_W 2011 HIGH SC_W 2013 1075.02 196.28 125 5.48 <.0001 Year*T_System HIGH SC_W 2011 LOW DC_W 2013 1478.29 200.33 125 7.38 <.0001 Year*T_System HIGH SC_W 2011 LOW Dlen 2013 2300.60 200.33 125 11.48 <.0001 Year*T_System HIGH SC_W 2011 LOW Dmus 2013 2944.44 200.33 125 14.70 <.0001 Year*T_System HIGH SC_W 2011 LOW SC_W 2013 1408.34 200.33 125 7.03 <.0001 Year*T_System HIGH SC_W 2011 HIGH DC_W 2014 1995.78 200.33 125 9.96 <.0001 Year*T_System HIGH SC_W 2011 HIGH D_FL 2014 2335.33 200.33 125 11.66 <.0001 Year*T_System HIGH SC_W 2011 HIGH D_PE 2014 2886.86 200.33 125 14.41 <.0001 Year*T_System HIGH SC_W 2011 HIGH SC_W 2014 1118.03 201.18 125 5.56 <.0001 Year*T_System HIGH SC_W 2011 LOW DC_W 2014 2230.46 200.33 125 11.13 <.0001 Year*T_System HIGH SC_W 2011 LOW D_FL 2014 2520.27 200.33 125 12.58 <.0001 Year*T_System HIGH SC_W 2011 LOW D_PE 2014 2666.72 200.33 125 13.31 <.0001 Year*T_System HIGH SC_W 2011 LOW SC_W 2014 1887.94 200.33 125 9.42 <.0001 Year*T_System HIGH SC_W 2011 HIGH DC_W 2015 2291.09 200.33 125 11.44 <.0001 Year*T_System HIGH SC_W 2011 HIGH Dlen 2015 2748.48 200.33 125 13.72 <.0001 Year*T_System HIGH SC_W 2011 HIGH Dmus 2015 2616.35 200.33 125 13.06 <.0001 Year*T_System HIGH SC_W 2011 HIGH SC_W 2015 1448.10 200.15 125 7.24 <.0001 Year*T_System HIGH SC_W 2011 LOW DC_W 2015 2500.12 200.33 125 12.48 <.0001 Year*T_System HIGH SC_W 2011 LOW Dlen 2015 2908.03 200.33 125 14.52 <.0001 Year*T_System HIGH SC_W 2011 LOW Dmus 2015 3088.60 200.33 125 15.42 <.0001 Year*T_System HIGH SC_W 2011 LOW SC_W 2015 2594.99 200.33 125 12.95 <.0001 Year*T_System LOW DC_W 2011 LOW Dlen 2011 1110.33 188.41 125 5.89 <.0001 Year*T_System LOW DC_W 2011 LOW Dmus 2011 1003.27 188.41 125 5.32 <.0001 Year*T_System LOW DC_W 2011 LOW SC_W 2011 -1040.95 188.41 125 -5.52 <.0001 Year*T_System LOW DC_W 2011 HIGH DC_W 2012 565.16 200.33 125 2.82 0.0056 Year*T_System LOW DC_W 2011 HIGH D_FL 2012 1046.87 200.33 125 5.23 <.0001 Year*T_System LOW DC_W 2011 HIGH D_PE 2012 2063.51 200.33 125 10.30 <.0001 Year*T_System LOW DC_W 2011 HIGH SC_W 2012 -178.76 200.33 125 -0.89 0.3739 Year*T_System LOW DC_W 2011 LOW DC_W 2012 1535.44 218.36 125 7.03 <.0001 Year*T_System LOW DC_W 2011 LOW D_FL 2012 1734.14 200.33 125 8.66 <.0001 Year*T_System LOW DC_W 2011 LOW D_PE 2012 2022.05 215.46 125 9.38 <.0001 Year*T_System LOW DC_W 2011 LOW SC_W 2012 687.57 200.33 125 3.43 0.0008 Year*T_System LOW DC_W 2011 HIGH DC_W 2013 43.2086 200.33 125 0.22 0.8296 Year*T_System LOW DC_W 2011 HIGH Dlen 2013 2088.56 200.33 125 10.43 <.0001 Year*T_System LOW DC_W 2011 HIGH Dmus 2013 1543.45 200.33 125 7.70 <.0001 Year*T_System LOW DC_W 2011 HIGH SC_W 2013 147.54 200.33 125 0.74 0.4628 Year*T_System LOW DC_W 2011 LOW DC_W 2013 550.81 196.28 125 2.81 0.0058 Year*T_System LOW DC_W 2011 LOW Dlen 2013 1373.12 200.33 125 6.85 <.0001 Year*T_System LOW DC_W 2011 LOW Dmus 2013 2016.95 200.33 125 10.07 <.0001 Year*T_System LOW DC_W 2011 LOW SC_W 2013 480.86 200.33 125 2.40 0.0179 Year*T_System LOW DC_W 2011 HIGH DC_W 2014 1068.30 200.33 125 5.33 <.0001 Year*T_System LOW DC_W 2011 HIGH D_FL 2014 1407.84 200.33 125 7.03 <.0001 Year*T_System LOW DC_W 2011 HIGH D_PE 2014 1959.38 200.33 125 9.78 <.0001 Year*T_System LOW DC_W 2011 HIGH SC_W 2014 190.54 200.33 125 0.95 0.3434 Year*T_System LOW DC_W 2011 LOW DC_W 2014 1302.97 201.18 125 6.48 <.0001 Year*T_System LOW DC_W 2011 LOW D_FL 2014 1592.79 200.33 125 7.95 <.0001 Year*T_System LOW DC_W 2011 LOW D_PE 2014 1739.24 200.33 125 8.68 <.0001 Year*T_System LOW DC_W 2011 LOW SC_W 2014 960.45 200.33 125 4.79 <.0001 Year*T_System LOW DC_W 2011 HIGH DC_W 2015 1363.61 200.33 125 6.81 <.0001 Year*T_System LOW DC_W 2011 HIGH Dlen 2015 1820.99 200.33 125 9.09 <.0001 Year*T_System LOW DC_W 2011 HIGH Dmus 2015 1688.87 200.33 125 8.43 <.0001 Year*T_System LOW DC_W 2011 HIGH SC_W 2015 520.61 200.33 125 2.60 0.0105 Year*T_System LOW DC_W 2011 LOW DC_W 2015 1572.63 200.15 125 7.86 <.0001 Year*T_System LOW DC_W 2011 LOW Dlen 2015 1980.54 200.33 125 9.89 <.0001 Year*T_System LOW DC_W 2011 LOW Dmus 2015 2161.11 200.33 125 10.79 <.0001 Year*T_System LOW DC_W 2011 LOW SC_W 2015 1667.51 200.33 125 8.32 <.0001 Year*T_System LOW Dlen 2011 LOW Dmus 2011 -107.06 188.41 125 -0.57 0.5709 Year*T_System LOW Dlen 2011 LOW SC_W 2011 -2151.28 188.41 125 -11.42 <.0001 Year*T_System LOW Dlen 2011 HIGH DC_W 2012 -545.17 200.33 125 -2.72 0.0074 Year*T_System LOW Dlen 2011 HIGH D_FL 2012 -63.4635 200.33 125 -0.32 0.7519 Year*T_System LOW Dlen 2011 HIGH D_PE 2012 953.18 200.33 125 4.76 <.0001 Year*T_System LOW Dlen 2011 HIGH SC_W 2012 -1289.09 200.33 125 -6.43 <.0001 Year*T_System LOW Dlen 2011 LOW DC_W 2012 425.11 200.33 125 2.12 0.0358 Year*T_System LOW Dlen 2011 LOW D_FL 2012 623.80 200.33 125 3.11 0.0023 Year*T_System LOW Dlen 2011 LOW D_PE 2012 911.72 215.46 125 4.23 <.0001 Year*T_System LOW Dlen 2011 LOW SC_W 2012 -422.76 200.33 125 -2.11 0.0368 Year*T_System LOW Dlen 2011 HIGH DC_W 2013 -1067.12 200.33 125 -5.33 <.0001 Year*T_System LOW Dlen 2011 HIGH Dlen 2013 978.23 200.33 125 4.88 <.0001 Year*T_System LOW Dlen 2011 HIGH Dmus 2013 433.12 200.33 125 2.16 0.0325 Year*T_System LOW Dlen 2011 HIGH SC_W 2013 -962.79 200.33 125 -4.81 <.0001 Year*T_System LOW Dlen 2011 LOW DC_W 2013 -559.52 200.33 125 -2.79 0.0060 Year*T_System LOW Dlen 2011 LOW Dlen 2013 262.79 196.28 125 1.34 0.1831 Year*T_System LOW Dlen 2011 LOW Dmus 2013 906.62 200.33 125 4.53 <.0001 Year*T_System LOW Dlen 2011 LOW SC_W 2013 -629.47 200.33 125 -3.14 0.0021 Year*T_System LOW Dlen 2011 HIGH DC_W 2014 -42.0342 200.33 125 -0.21 0.8341 Year*T_System LOW Dlen 2011 HIGH D_FL 2014 297.51 200.33 125 1.49 0.1400 Year*T_System LOW Dlen 2011 HIGH D_PE 2014 849.04 200.33 125 4.24 <.0001 Year*T_System LOW Dlen 2011 HIGH SC_W 2014 -919.79 200.33 125 -4.59 <.0001 Year*T_System LOW Dlen 2011 LOW DC_W 2014 192.64 200.33 125 0.96 0.3381 Year*T_System LOW Dlen 2011 LOW D_FL 2014 482.45 200.33 125 2.41 0.0175 Year*T_System LOW Dlen 2011 LOW D_PE 2014 628.90 200.33 125 3.14 0.0021 Year*T_System LOW Dlen 2011 LOW SC_W 2014 -149.88 200.33 125 -0.75 0.4558 Year*T_System LOW Dlen 2011 HIGH DC_W 2015 253.28 200.33 125 1.26 0.2085 Year*T_System LOW Dlen 2011 HIGH Dlen 2015 710.66 200.33 125 3.55 0.0005 Year*T_System LOW Dlen 2011 HIGH Dmus 2015 578.53 200.33 125 2.89 0.0046 Year*T_System LOW Dlen 2011 HIGH SC_W 2015 -589.72 200.33 125 -2.94 0.0039 Year*T_System LOW Dlen 2011 LOW DC_W 2015 462.30 200.33 125 2.31 0.0227 Year*T_System LOW Dlen 2011 LOW Dlen 2015 870.21 200.15 125 4.35 <.0001 Year*T_System LOW Dlen 2011 LOW Dmus 2015 1050.78 200.33 125 5.25 <.0001 Year*T_System LOW Dlen 2011 LOW SC_W 2015 557.18 200.33 125 2.78 0.0063 Year*T_System LOW Dmus 2011 LOW SC_W 2011 -2044.22 188.41 125 -10.85 <.0001 Year*T_System LOW Dmus 2011 HIGH DC_W 2012 -438.11 200.33 125 -2.19 0.0306 Year*T_System LOW Dmus 2011 HIGH D_FL 2012 43.5966 200.33 125 0.22 0.8281 Year*T_System LOW Dmus 2011 HIGH D_PE 2012 1060.24 200.33 125 5.29 <.0001 Year*T_System LOW Dmus 2011 HIGH SC_W 2012 -1182.03 200.33 125 -5.90 <.0001 Year*T_System LOW Dmus 2011 LOW DC_W 2012 532.17 200.33 125 2.66 0.0089 Year*T_System LOW Dmus 2011 LOW D_FL 2012 730.86 200.33 125 3.65 0.0004 Year*T_System LOW Dmus 2011 LOW D_PE 2012 1018.78 215.46 125 4.73 <.0001 Year*T_System LOW Dmus 2011 LOW SC_W 2012 -315.70 200.33 125 -1.58 0.1176 Year*T_System LOW Dmus 2011 HIGH DC_W 2013 -960.06 200.33 125 -4.79 <.0001 Year*T_System LOW Dmus 2011 HIGH Dlen 2013 1085.29 200.33 125 5.42 <.0001 Year*T_System LOW Dmus 2011 HIGH Dmus 2013 540.18 200.33 125 2.70 0.0080 Year*T_System LOW Dmus 2011 HIGH SC_W 2013 -855.73 200.33 125 -4.27 <.0001 Year*T_System LOW Dmus 2011 LOW DC_W 2013 -452.46 200.33 125 -2.26 0.0256 Year*T_System LOW Dmus 2011 LOW Dlen 2013 369.85 200.33 125 1.85 0.0672 Year*T_System LOW Dmus 2011 LOW Dmus 2013 1013.68 196.28 125 5.16 <.0001 Year*T_System LOW Dmus 2011 LOW SC_W 2013 -522.41 200.33 125 -2.61 0.0102 Year*T_System LOW Dmus 2011 HIGH DC_W 2014 65.0258 200.33 125 0.32 0.7460 Year*T_System LOW Dmus 2011 HIGH D_FL 2014 404.57 200.33 125 2.02 0.0456 Year*T_System LOW Dmus 2011 HIGH D_PE 2014 956.10 200.33 125 4.77 <.0001 Year*T_System LOW Dmus 2011 HIGH SC_W 2014 -812.73 200.33 125 -4.06 <.0001 Year*T_System LOW Dmus 2011 LOW DC_W 2014 299.70 200.33 125 1.50 0.1372 Year*T_System LOW Dmus 2011 LOW D_FL 2014 589.51 200.33 125 2.94 0.0039 Year*T_System LOW Dmus 2011 LOW D_PE 2014 735.96 200.33 125 3.67 0.0004 Year*T_System LOW Dmus 2011 LOW SC_W 2014 -42.8197 200.33 125 -0.21 0.8311 Year*T_System LOW Dmus 2011 HIGH DC_W 2015 360.34 200.33 125 1.80 0.0745 Year*T_System LOW Dmus 2011 HIGH Dlen 2015 817.72 200.33 125 4.08 <.0001 Year*T_System LOW Dmus 2011 HIGH Dmus 2015 685.59 200.33 125 3.42 0.0008 Year*T_System LOW Dmus 2011 HIGH SC_W 2015 -482.66 200.33 125 -2.41 0.0174 Year*T_System LOW Dmus 2011 LOW DC_W 2015 569.36 200.33 125 2.84 0.0052 Year*T_System LOW Dmus 2011 LOW Dlen 2015 977.27 200.33 125 4.88 <.0001 Year*T_System LOW Dmus 2011 LOW Dmus 2015 1157.84 200.15 125 5.78 <.0001 Year*T_System LOW Dmus 2011 LOW SC_W 2015 664.24 200.33 125 3.32 0.0012 Year*T_System LOW SC_W 2011 HIGH DC_W 2012 1606.11 200.33 125 8.02 <.0001 Year*T_System LOW SC_W 2011 HIGH D_FL 2012 2087.82 200.33 125 10.42 <.0001 Year*T_System LOW SC_W 2011 HIGH D_PE 2012 3104.46 200.33 125 15.50 <.0001 Year*T_System LOW SC_W 2011 HIGH SC_W 2012 862.19 200.33 125 4.30 <.0001 Year*T_System LOW SC_W 2011 LOW DC_W 2012 2576.39 200.33 125 12.86 <.0001 Year*T_System LOW SC_W 2011 LOW D_FL 2012 2775.08 200.33 125 13.85 <.0001 Year*T_System LOW SC_W 2011 LOW D_PE 2012 3063.00 215.46 125 14.22 <.0001 Year*T_System LOW SC_W 2011 LOW SC_W 2012 1728.52 218.36 125 7.92 <.0001 Year*T_System LOW SC_W 2011 HIGH DC_W 2013 1084.16 200.33 125 5.41 <.0001 Year*T_System LOW SC_W 2011 HIGH Dlen 2013 3129.51 200.33 125 15.62 <.0001 Year*T_System LOW SC_W 2011 HIGH Dmus 2013 2584.40 200.33 125 12.90 <.0001 Year*T_System LOW SC_W 2011 HIGH SC_W 2013 1188.49 200.33 125 5.93 <.0001 Year*T_System LOW SC_W 2011 LOW DC_W 2013 1591.76 200.33 125 7.95 <.0001 Year*T_System LOW SC_W 2011 LOW Dlen 2013 2414.07 200.33 125 12.05 <.0001 Year*T_System LOW SC_W 2011 LOW Dmus 2013 3057.90 200.33 125 15.26 <.0001 Year*T_System LOW SC_W 2011 LOW SC_W 2013 1521.81 196.28 125 7.75 <.0001 Year*T_System LOW SC_W 2011 HIGH DC_W 2014 2109.24 200.33 125 10.53 <.0001 Year*T_System LOW SC_W 2011 HIGH D_FL 2014 2448.79 200.33 125 12.22 <.0001 Year*T_System LOW SC_W 2011 HIGH D_PE 2014 3000.32 200.33 125 14.98 <.0001 Year*T_System LOW SC_W 2011 HIGH SC_W 2014 1231.49 200.33 125 6.15 <.0001 Year*T_System LOW SC_W 2011 LOW DC_W 2014 2343.92 200.33 125 11.70 <.0001 Year*T_System LOW SC_W 2011 LOW D_FL 2014 2633.73 200.33 125 13.15 <.0001 Year*T_System LOW SC_W 2011 LOW D_PE 2014 2780.18 200.33 125 13.88 <.0001 Year*T_System LOW SC_W 2011 LOW SC_W 2014 2001.40 201.18 125 9.95 <.0001 Year*T_System LOW SC_W 2011 HIGH DC_W 2015 2404.55 200.33 125 12.00 <.0001 Year*T_System LOW SC_W 2011 HIGH Dlen 2015 2861.94 200.33 125 14.29 <.0001 Year*T_System LOW SC_W 2011 HIGH Dmus 2015 2729.81 200.33 125 13.63 <.0001 Year*T_System LOW SC_W 2011 HIGH SC_W 2015 1561.56 200.33 125 7.79 <.0001 Year*T_System LOW SC_W 2011 LOW DC_W 2015 2613.58 200.33 125 13.05 <.0001 Year*T_System LOW SC_W 2011 LOW Dlen 2015 3021.49 200.33 125 15.08 <.0001 Year*T_System LOW SC_W 2011 LOW Dmus 2015 3202.06 200.33 125 15.98 <.0001 Year*T_System LOW SC_W 2011 LOW SC_W 2015 2708.45 200.15 125 13.53 <.0001 Year*T_System HIGH DC_W 2012 HIGH D_FL 2012 481.71 188.41 125 2.56 0.0118 Year*T_System HIGH DC_W 2012 HIGH D_PE 2012 1498.35 188.41 125 7.95 <.0001 Year*T_System HIGH DC_W 2012 HIGH SC_W 2012 -743.92 188.41 125 -3.95 0.0001 Year*T_System HIGH DC_W 2012 LOW DC_W 2012 970.28 188.41 125 5.15 <.0001 Year*T_System HIGH DC_W 2012 LOW D_FL 2012 1168.97 188.41 125 6.20 <.0001 Year*T_System HIGH DC_W 2012 LOW D_PE 2012 1456.89 204.42 125 7.13 <.0001 Year*T_System HIGH DC_W 2012 LOW SC_W 2012 122.41 188.41 125 0.65 0.5171 Year*T_System HIGH DC_W 2012 HIGH DC_W 2013 -521.95 218.36 125 -2.39 0.0183 Year*T_System HIGH DC_W 2012 HIGH Dlen 2013 1523.40 200.33 125 7.60 <.0001 Year*T_System HIGH DC_W 2012 HIGH Dmus 2013 978.29 200.33 125 4.88 <.0001 Year*T_System HIGH DC_W 2012 HIGH SC_W 2013 -417.62 200.33 125 -2.08 0.0391 Year*T_System HIGH DC_W 2012 LOW DC_W 2013 -14.3538 200.33 125 -0.07 0.9430 Year*T_System HIGH DC_W 2012 LOW Dlen 2013 807.96 200.33 125 4.03 <.0001 Year*T_System HIGH DC_W 2012 LOW Dmus 2013 1451.79 200.33 125 7.25 <.0001 Year*T_System HIGH DC_W 2012 LOW SC_W 2013 -84.3043 200.33 125 -0.42 0.6746 Year*T_System HIGH DC_W 2012 HIGH DC_W 2014 503.14 196.28 125 2.56 0.0116 Year*T_System HIGH DC_W 2012 HIGH D_FL 2014 842.68 200.33 125 4.21 <.0001 Year*T_System HIGH DC_W 2012 HIGH D_PE 2014 1394.21 200.33 125 6.96 <.0001 Year*T_System HIGH DC_W 2012 HIGH SC_W 2014 -374.62 200.33 125 -1.87 0.0638 Year*T_System HIGH DC_W 2012 LOW DC_W 2014 737.81 200.33 125 3.68 0.0003 Year*T_System HIGH DC_W 2012 LOW D_FL 2014 1027.62 200.33 125 5.13 <.0001 Year*T_System HIGH DC_W 2012 LOW D_PE 2014 1174.07 200.33 125 5.86 <.0001 Year*T_System HIGH DC_W 2012 LOW SC_W 2014 395.29 200.33 125 1.97 0.0507 Year*T_System HIGH DC_W 2012 HIGH DC_W 2015 798.45 201.18 125 3.97 0.0001 Year*T_System HIGH DC_W 2012 HIGH Dlen 2015 1255.83 200.33 125 6.27 <.0001 Year*T_System HIGH DC_W 2012 HIGH Dmus 2015 1123.70 200.33 125 5.61 <.0001 Year*T_System HIGH DC_W 2012 HIGH SC_W 2015 -44.5500 200.33 125 -0.22 0.8244 Year*T_System HIGH DC_W 2012 LOW DC_W 2015 1007.47 200.33 125 5.03 <.0001 Year*T_System HIGH DC_W 2012 LOW Dlen 2015 1415.38 200.33 125 7.07 <.0001 Year*T_System HIGH DC_W 2012 LOW Dmus 2015 1595.95 200.33 125 7.97 <.0001 Year*T_System HIGH DC_W 2012 LOW SC_W 2015 1102.35 200.33 125 5.50 <.0001 Year*T_System HIGH D_FL 2012 HIGH D_PE 2012 1016.64 188.41 125 5.40 <.0001 Year*T_System HIGH D_FL 2012 HIGH SC_W 2012 -1225.62 188.41 125 -6.50 <.0001 Year*T_System HIGH D_FL 2012 LOW DC_W 2012 488.57 188.41 125 2.59 0.0106 Year*T_System HIGH D_FL 2012 LOW D_FL 2012 687.27 188.41 125 3.65 0.0004 Year*T_System HIGH D_FL 2012 LOW D_PE 2012 975.19 204.42 125 4.77 <.0001 Year*T_System HIGH D_FL 2012 LOW SC_W 2012 -359.30 188.41 125 -1.91 0.0588 Year*T_System HIGH D_FL 2012 HIGH DC_W 2013 -1003.66 200.33 125 -5.01 <.0001 Year*T_System HIGH D_FL 2012 HIGH Dlen 2013 1041.70 200.33 125 5.20 <.0001 Year*T_System HIGH D_FL 2012 HIGH Dmus 2013 496.59 200.33 125 2.48 0.0145 Year*T_System HIGH D_FL 2012 HIGH SC_W 2013 -899.33 200.33 125 -4.49 <.0001 Year*T_System HIGH D_FL 2012 LOW DC_W 2013 -496.06 200.33 125 -2.48 0.0146 Year*T_System HIGH D_FL 2012 LOW Dlen 2013 326.25 200.33 125 1.63 0.1059 Year*T_System HIGH D_FL 2012 LOW Dmus 2013 970.08 200.33 125 4.84 <.0001 Year*T_System HIGH D_FL 2012 LOW SC_W 2013 -566.01 200.33 125 -2.83 0.0055 Year*T_System HIGH D_FL 2012 HIGH DC_W 2014 21.4293 200.33 125 0.11 0.9150 Year*T_System HIGH D_FL 2012 HIGH D_FL 2014 360.97 196.28 125 1.84 0.0683 Year*T_System HIGH D_FL 2012 HIGH D_PE 2014 912.51 200.33 125 4.56 <.0001 Year*T_System HIGH D_FL 2012 HIGH SC_W 2014 -856.32 200.33 125 -4.27 <.0001 Year*T_System HIGH D_FL 2012 LOW DC_W 2014 256.10 200.33 125 1.28 0.2035 Year*T_System HIGH D_FL 2012 LOW D_FL 2014 545.92 200.33 125 2.73 0.0074 Year*T_System HIGH D_FL 2012 LOW D_PE 2014 692.37 200.33 125 3.46 0.0007 Year*T_System HIGH D_FL 2012 LOW SC_W 2014 -86.4163 200.33 125 -0.43 0.6669 Year*T_System HIGH D_FL 2012 HIGH DC_W 2015 316.74 200.33 125 1.58 0.1164 Year*T_System HIGH D_FL 2012 HIGH Dlen 2015 774.13 200.33 125 3.86 0.0002 Year*T_System HIGH D_FL 2012 HIGH Dmus 2015 642.00 200.33 125 3.20 0.0017 Year*T_System HIGH D_FL 2012 HIGH SC_W 2015 -526.26 200.33 125 -2.63 0.0097 Year*T_System HIGH D_FL 2012 LOW DC_W 2015 525.77 200.33 125 2.62 0.0098 Year*T_System HIGH D_FL 2012 LOW Dlen 2015 933.67 200.33 125 4.66 <.0001 Year*T_System HIGH D_FL 2012 LOW Dmus 2015 1114.25 200.33 125 5.56 <.0001 Year*T_System HIGH D_FL 2012 LOW SC_W 2015 620.64 200.33 125 3.10 0.0024 Year*T_System HIGH D_PE 2012 HIGH SC_W 2012 -2242.26 188.41 125 -11.90 <.0001 Year*T_System HIGH D_PE 2012 LOW DC_W 2012 -528.07 188.41 125 -2.80 0.0059 Year*T_System HIGH D_PE 2012 LOW D_FL 2012 -329.37 188.41 125 -1.75 0.0829 Year*T_System HIGH D_PE 2012 LOW D_PE 2012 -41.4565 204.42 125 -0.20 0.8396 Year*T_System HIGH D_PE 2012 LOW SC_W 2012 -1375.94 188.41 125 -7.30 <.0001 Year*T_System HIGH D_PE 2012 HIGH DC_W 2013 -2020.30 200.33 125 -10.08 <.0001 Year*T_System HIGH D_PE 2012 HIGH Dlen 2013 25.0541 200.33 125 0.13 0.9007 Year*T_System HIGH D_PE 2012 HIGH Dmus 2013 -520.06 200.33 125 -2.60 0.0106 Year*T_System HIGH D_PE 2012 HIGH SC_W 2013 -1915.97 200.33 125 -9.56 <.0001 Year*T_System HIGH D_PE 2012 LOW DC_W 2013 -1512.70 200.33 125 -7.55 <.0001 Year*T_System HIGH D_PE 2012 LOW Dlen 2013 -690.39 200.33 125 -3.45 0.0008 Year*T_System HIGH D_PE 2012 LOW Dmus 2013 -46.5570 200.33 125 -0.23 0.8166 Year*T_System HIGH D_PE 2012 LOW SC_W 2013 -1582.65 200.33 125 -7.90 <.0001 Year*T_System HIGH D_PE 2012 HIGH DC_W 2014 -995.21 200.33 125 -4.97 <.0001 Year*T_System HIGH D_PE 2012 HIGH D_FL 2014 -655.67 200.33 125 -3.27 0.0014 Year*T_System HIGH D_PE 2012 HIGH D_PE 2014 -104.13 196.28 125 -0.53 0.5967 Year*T_System HIGH D_PE 2012 HIGH SC_W 2014 -1872.97 200.33 125 -9.35 <.0001 Year*T_System HIGH D_PE 2012 LOW DC_W 2014 -760.54 200.33 125 -3.80 0.0002 Year*T_System HIGH D_PE 2012 LOW D_FL 2014 -470.72 200.33 125 -2.35 0.0204 Year*T_System HIGH D_PE 2012 LOW D_PE 2014 -324.27 200.33 125 -1.62 0.1080 Year*T_System HIGH D_PE 2012 LOW SC_W 2014 -1103.06 200.33 125 -5.51 <.0001 Year*T_System HIGH D_PE 2012 HIGH DC_W 2015 -699.90 200.33 125 -3.49 0.0007 Year*T_System HIGH D_PE 2012 HIGH Dlen 2015 -242.51 200.33 125 -1.21 0.2283 Year*T_System HIGH D_PE 2012 HIGH Dmus 2015 -374.64 200.33 125 -1.87 0.0638 Year*T_System HIGH D_PE 2012 HIGH SC_W 2015 -1542.90 200.33 125 -7.70 <.0001 Year*T_System HIGH D_PE 2012 LOW DC_W 2015 -490.87 200.33 125 -2.45 0.0157 Year*T_System HIGH D_PE 2012 LOW Dlen 2015 -82.9675 200.33 125 -0.41 0.6795 Year*T_System HIGH D_PE 2012 LOW Dmus 2015 97.6040 200.33 125 0.49 0.6270 Year*T_System HIGH D_PE 2012 LOW SC_W 2015 -396.00 200.33 125 -1.98 0.0503 Year*T_System HIGH SC_W 2012 LOW DC_W 2012 1714.19 188.41 125 9.10 <.0001 Year*T_System HIGH SC_W 2012 LOW D_FL 2012 1912.89 188.41 125 10.15 <.0001 Year*T_System HIGH SC_W 2012 LOW D_PE 2012 2200.81 204.42 125 10.77 <.0001 Year*T_System HIGH SC_W 2012 LOW SC_W 2012 866.33 188.41 125 4.60 <.0001 Year*T_System HIGH SC_W 2012 HIGH DC_W 2013 221.96 200.33 125 1.11 0.2700 Year*T_System HIGH SC_W 2012 HIGH Dlen 2013 2267.32 200.33 125 11.32 <.0001 Year*T_System HIGH SC_W 2012 HIGH Dmus 2013 1722.21 200.33 125 8.60 <.0001 Year*T_System HIGH SC_W 2012 HIGH SC_W 2013 326.30 218.36 125 1.49 0.1376 Year*T_System HIGH SC_W 2012 LOW DC_W 2013 729.56 200.33 125 3.64 0.0004 Year*T_System HIGH SC_W 2012 LOW Dlen 2013 1551.88 200.33 125 7.75 <.0001 Year*T_System HIGH SC_W 2012 LOW Dmus 2013 2195.71 200.33 125 10.96 <.0001 Year*T_System HIGH SC_W 2012 LOW SC_W 2013 659.61 200.33 125 3.29 0.0013 Year*T_System HIGH SC_W 2012 HIGH DC_W 2014 1247.05 200.33 125 6.22 <.0001 Year*T_System HIGH SC_W 2012 HIGH D_FL 2014 1586.60 200.33 125 7.92 <.0001 The SAS System 09:44 Thursday, February 18, 2016 4 The Mixed Procedure Differences of Least Squares Means Standard Effect T_System Year T_System Year Estimate Error DF t Value Pr > |t| Year*T_System HIGH SC_W 2012 HIGH D_PE 2014 2138.13 200.33 125 10.67 <.0001 Year*T_System HIGH SC_W 2012 HIGH SC_W 2014 369.30 196.28 125 1.88 0.0622 Year*T_System HIGH SC_W 2012 LOW DC_W 2014 1481.73 200.33 125 7.40 <.0001 Year*T_System HIGH SC_W 2012 LOW D_FL 2014 1771.54 200.33 125 8.84 <.0001 Year*T_System HIGH SC_W 2012 LOW D_PE 2014 1917.99 200.33 125 9.57 <.0001 Year*T_System HIGH SC_W 2012 LOW SC_W 2014 1139.21 200.33 125 5.69 <.0001 Year*T_System HIGH SC_W 2012 HIGH DC_W 2015 1542.36 200.33 125 7.70 <.0001 Year*T_System HIGH SC_W 2012 HIGH Dlen 2015 1999.75 200.33 125 9.98 <.0001 Year*T_System HIGH SC_W 2012 HIGH Dmus 2015 1867.62 200.33 125 9.32 <.0001 Year*T_System HIGH SC_W 2012 HIGH SC_W 2015 699.37 201.18 125 3.48 0.0007 Year*T_System HIGH SC_W 2012 LOW DC_W 2015 1751.39 200.33 125 8.74 <.0001 Year*T_System HIGH SC_W 2012 LOW Dlen 2015 2159.30 200.33 125 10.78 <.0001 Year*T_System HIGH SC_W 2012 LOW Dmus 2015 2339.87 200.33 125 11.68 <.0001 Year*T_System HIGH SC_W 2012 LOW SC_W 2015 1846.26 200.33 125 9.22 <.0001 Year*T_System LOW DC_W 2012 LOW D_FL 2012 198.70 188.41 125 1.05 0.2937 Year*T_System LOW DC_W 2012 LOW D_PE 2012 486.61 204.42 125 2.38 0.0188 Year*T_System LOW DC_W 2012 LOW SC_W 2012 -847.87 188.41 125 -4.50 <.0001 Year*T_System LOW DC_W 2012 HIGH DC_W 2013 -1492.23 200.33 125 -7.45 <.0001 Year*T_System LOW DC_W 2012 HIGH Dlen 2013 553.12 200.33 125 2.76 0.0066 Year*T_System LOW DC_W 2012 HIGH Dmus 2013 8.0157 200.33 125 0.04 0.9681 Year*T_System LOW DC_W 2012 HIGH SC_W 2013 -1387.90 200.33 125 -6.93 <.0001 Year*T_System LOW DC_W 2012 LOW DC_W 2013 -984.63 218.36 125 -4.51 <.0001 Year*T_System LOW DC_W 2012 LOW Dlen 2013 -162.32 200.33 125 -0.81 0.4193 Year*T_System LOW DC_W 2012 LOW Dmus 2013 481.51 200.33 125 2.40 0.0177 Year*T_System LOW DC_W 2012 LOW SC_W 2013 -1054.58 200.33 125 -5.26 <.0001 Year*T_System LOW DC_W 2012 HIGH DC_W 2014 -467.14 200.33 125 -2.33 0.0213 Year*T_System LOW DC_W 2012 HIGH D_FL 2014 -127.60 200.33 125 -0.64 0.5253 Year*T_System LOW DC_W 2012 HIGH D_PE 2014 423.94 200.33 125 2.12 0.0363 Year*T_System LOW DC_W 2012 HIGH SC_W 2014 -1344.90 200.33 125 -6.71 <.0001 Year*T_System LOW DC_W 2012 LOW DC_W 2014 -232.47 196.28 125 -1.18 0.2385 Year*T_System LOW DC_W 2012 LOW D_FL 2014 57.3468 200.33 125 0.29 0.7752 Year*T_System LOW DC_W 2012 LOW D_PE 2014 203.80 200.33 125 1.02 0.3110 Year*T_System LOW DC_W 2012 LOW SC_W 2014 -574.99 200.33 125 -2.87 0.0048 Year*T_System LOW DC_W 2012 HIGH DC_W 2015 -171.83 200.33 125 -0.86 0.3927 Year*T_System LOW DC_W 2012 HIGH Dlen 2015 285.56 200.33 125 1.43 0.1565 Year*T_System LOW DC_W 2012 HIGH Dmus 2015 153.43 200.33 125 0.77 0.4452 Year*T_System LOW DC_W 2012 HIGH SC_W 2015 -1014.83 200.33 125 -5.07 <.0001 Year*T_System LOW DC_W 2012 LOW DC_W 2015 37.1962 201.18 125 0.18 0.8536 Year*T_System LOW DC_W 2012 LOW Dlen 2015 445.10 200.33 125 2.22 0.0281 Year*T_System LOW DC_W 2012 LOW Dmus 2015 625.67 200.33 125 3.12 0.0022 Year*T_System LOW DC_W 2012 LOW SC_W 2015 132.07 200.33 125 0.66 0.5109 Year*T_System LOW D_FL 2012 LOW D_PE 2012 287.92 204.42 125 1.41 0.1615 Year*T_System LOW D_FL 2012 LOW SC_W 2012 -1046.57 188.41 125 -5.55 <.0001 Year*T_System LOW D_FL 2012 HIGH DC_W 2013 -1690.93 200.33 125 -8.44 <.0001 Year*T_System LOW D_FL 2012 HIGH Dlen 2013 354.43 200.33 125 1.77 0.0793 Year*T_System LOW D_FL 2012 HIGH Dmus 2013 -190.68 200.33 125 -0.95 0.3430 Year*T_System LOW D_FL 2012 HIGH SC_W 2013 -1586.60 200.33 125 -7.92 <.0001 Year*T_System LOW D_FL 2012 LOW DC_W 2013 -1183.33 200.33 125 -5.91 <.0001 Year*T_System LOW D_FL 2012 LOW Dlen 2013 -361.02 200.33 125 -1.80 0.0739 Year*T_System LOW D_FL 2012 LOW Dmus 2013 282.82 200.33 125 1.41 0.1605 Year*T_System LOW D_FL 2012 LOW SC_W 2013 -1253.28 200.33 125 -6.26 <.0001 Year*T_System LOW D_FL 2012 HIGH DC_W 2014 -665.84 200.33 125 -3.32 0.0012 Year*T_System LOW D_FL 2012 HIGH D_FL 2014 -326.29 200.33 125 -1.63 0.1059 Year*T_System LOW D_FL 2012 HIGH D_PE 2014 225.24 200.33 125 1.12 0.2630 Year*T_System LOW D_FL 2012 HIGH SC_W 2014 -1543.59 200.33 125 -7.71 <.0001 Year*T_System LOW D_FL 2012 LOW DC_W 2014 -431.16 200.33 125 -2.15 0.0333 Year*T_System LOW D_FL 2012 LOW D_FL 2014 -141.35 196.28 125 -0.72 0.4728 Year*T_System LOW D_FL 2012 LOW D_PE 2014 5.0995 200.33 125 0.03 0.9797 Year*T_System LOW D_FL 2012 LOW SC_W 2014 -773.68 200.33 125 -3.86 0.0002 Year*T_System LOW D_FL 2012 HIGH DC_W 2015 -370.53 200.33 125 -1.85 0.0667 Year*T_System LOW D_FL 2012 HIGH Dlen 2015 86.8582 200.33 125 0.43 0.6653 Year*T_System LOW D_FL 2012 HIGH Dmus 2015 -45.2705 200.33 125 -0.23 0.8216 Year*T_System LOW D_FL 2012 HIGH SC_W 2015 -1213.52 200.33 125 -6.06 <.0001 Year*T_System LOW D_FL 2012 LOW DC_W 2015 -161.50 200.33 125 -0.81 0.4217 Year*T_System LOW D_FL 2012 LOW Dlen 2015 246.41 200.33 125 1.23 0.2210 Year*T_System LOW D_FL 2012 LOW Dmus 2015 426.98 200.33 125 2.13 0.0350 Year*T_System LOW D_FL 2012 LOW SC_W 2015 -66.6291 200.33 125 -0.33 0.7400 Year*T_System LOW D_PE 2012 LOW SC_W 2012 -1334.48 204.42 125 -6.53 <.0001 Year*T_System LOW D_PE 2012 HIGH DC_W 2013 -1978.84 215.46 125 -9.18 <.0001 Year*T_System LOW D_PE 2012 HIGH Dlen 2013 66.5105 215.46 125 0.31 0.7581 Year*T_System LOW D_PE 2012 HIGH Dmus 2013 -478.60 215.46 125 -2.22 0.0281 Year*T_System LOW D_PE 2012 HIGH SC_W 2013 -1874.51 215.46 125 -8.70 <.0001 Year*T_System LOW D_PE 2012 LOW DC_W 2013 -1471.25 215.46 125 -6.83 <.0001 Year*T_System LOW D_PE 2012 LOW Dlen 2013 -648.93 215.46 125 -3.01 0.0031 Year*T_System LOW D_PE 2012 LOW Dmus 2013 -5.1006 215.46 125 -0.02 0.9812 Year*T_System LOW D_PE 2012 LOW SC_W 2013 -1541.20 215.46 125 -7.15 <.0001 Year*T_System LOW D_PE 2012 HIGH DC_W 2014 -953.76 215.46 125 -4.43 <.0001 Year*T_System LOW D_PE 2012 HIGH D_FL 2014 -614.21 215.46 125 -2.85 0.0051 Year*T_System LOW D_PE 2012 HIGH D_PE 2014 -62.6777 215.46 125 -0.29 0.7716 Year*T_System LOW D_PE 2012 HIGH SC_W 2014 -1831.51 215.46 125 -8.50 <.0001 Year*T_System LOW D_PE 2012 LOW DC_W 2014 -719.08 215.46 125 -3.34 0.0011 Year*T_System LOW D_PE 2012 LOW D_FL 2014 -429.27 215.46 125 -1.99 0.0485 Year*T_System LOW D_PE 2012 LOW D_PE 2014 -282.82 211.70 125 -1.34 0.1840 Year*T_System LOW D_PE 2012 LOW SC_W 2014 -1061.60 215.46 125 -4.93 <.0001 Year*T_System LOW D_PE 2012 HIGH DC_W 2015 -658.45 215.46 125 -3.06 0.0027 Year*T_System LOW D_PE 2012 HIGH Dlen 2015 -201.06 215.46 125 -0.93 0.3525 Year*T_System LOW D_PE 2012 HIGH Dmus 2015 -333.19 215.46 125 -1.55 0.1245 Year*T_System LOW D_PE 2012 HIGH SC_W 2015 -1501.44 215.46 125 -6.97 <.0001 Year*T_System LOW D_PE 2012 LOW DC_W 2015 -449.42 215.46 125 -2.09 0.0390 Year*T_System LOW D_PE 2012 LOW Dlen 2015 -41.5110 215.46 125 -0.19 0.8475 Year*T_System LOW D_PE 2012 LOW Dmus 2015 139.06 215.46 125 0.65 0.5198 Year*T_System LOW D_PE 2012 LOW SC_W 2015 -354.55 215.46 125 -1.65 0.1024 Year*T_System LOW SC_W 2012 HIGH DC_W 2013 -644.36 200.33 125 -3.22 0.0017 Year*T_System LOW SC_W 2012 HIGH Dlen 2013 1400.99 200.33 125 6.99 <.0001 Year*T_System LOW SC_W 2012 HIGH Dmus 2013 855.88 200.33 125 4.27 <.0001 Year*T_System LOW SC_W 2012 HIGH SC_W 2013 -540.03 200.33 125 -2.70 0.0080 Year*T_System LOW SC_W 2012 LOW DC_W 2013 -136.76 200.33 125 -0.68 0.4961 Year*T_System LOW SC_W 2012 LOW Dlen 2013 685.55 200.33 125 3.42 0.0008 Year*T_System LOW SC_W 2012 LOW Dmus 2013 1329.38 200.33 125 6.64 <.0001 Year*T_System LOW SC_W 2012 LOW SC_W 2013 -206.71 218.36 125 -0.95 0.3456 Year*T_System LOW SC_W 2012 HIGH DC_W 2014 380.73 200.33 125 1.90 0.0597 Year*T_System LOW SC_W 2012 HIGH D_FL 2014 720.27 200.33 125 3.60 0.0005 Year*T_System LOW SC_W 2012 HIGH D_PE 2014 1271.80 200.33 125 6.35 <.0001 Year*T_System LOW SC_W 2012 HIGH SC_W 2014 -497.03 200.33 125 -2.48 0.0144 Year*T_System LOW SC_W 2012 LOW DC_W 2014 615.40 200.33 125 3.07 0.0026 Year*T_System LOW SC_W 2012 LOW D_FL 2014 905.21 200.33 125 4.52 <.0001 Year*T_System LOW SC_W 2012 LOW D_PE 2014 1051.66 200.33 125 5.25 <.0001 Year*T_System LOW SC_W 2012 LOW SC_W 2014 272.88 196.28 125 1.39 0.1669 Year*T_System LOW SC_W 2012 HIGH DC_W 2015 676.04 200.33 125 3.37 0.0010 Year*T_System LOW SC_W 2012 HIGH Dlen 2015 1133.42 200.33 125 5.66 <.0001 Year*T_System LOW SC_W 2012 HIGH Dmus 2015 1001.29 200.33 125 5.00 <.0001 Year*T_System LOW SC_W 2012 HIGH SC_W 2015 -166.96 200.33 125 -0.83 0.4062 Year*T_System LOW SC_W 2012 LOW DC_W 2015 885.06 200.33 125 4.42 <.0001 Year*T_System LOW SC_W 2012 LOW Dlen 2015 1292.97 200.33 125 6.45 <.0001 Year*T_System LOW SC_W 2012 LOW Dmus 2015 1473.54 200.33 125 7.36 <.0001 Year*T_System LOW SC_W 2012 LOW SC_W 2015 979.94 201.18 125 4.87 <.0001 Year*T_System HIGH DC_W 2013 HIGH Dlen 2013 2045.35 188.41 125 10.86 <.0001 Year*T_System HIGH DC_W 2013 HIGH Dmus 2013 1500.25 188.41 125 7.96 <.0001 Year*T_System HIGH DC_W 2013 HIGH SC_W 2013 104.33 188.41 125 0.55 0.5808 Year*T_System HIGH DC_W 2013 LOW DC_W 2013 507.60 188.41 125 2.69 0.0080 Year*T_System HIGH DC_W 2013 LOW Dlen 2013 1329.91 188.41 125 7.06 <.0001 Year*T_System HIGH DC_W 2013 LOW Dmus 2013 1973.74 188.41 125 10.48 <.0001 Year*T_System HIGH DC_W 2013 LOW SC_W 2013 437.65 188.41 125 2.32 0.0218 Year*T_System HIGH DC_W 2013 HIGH DC_W 2014 1025.09 218.36 125 4.69 <.0001 Year*T_System HIGH DC_W 2013 HIGH D_FL 2014 1364.63 200.33 125 6.81 <.0001 Year*T_System HIGH DC_W 2013 HIGH D_PE 2014 1916.17 200.33 125 9.57 <.0001 Year*T_System HIGH DC_W 2013 HIGH SC_W 2014 147.33 200.33 125 0.74 0.4634 Year*T_System HIGH DC_W 2013 LOW DC_W 2014 1259.76 200.33 125 6.29 <.0001 Year*T_System HIGH DC_W 2013 LOW D_FL 2014 1549.58 200.33 125 7.74 <.0001 Year*T_System HIGH DC_W 2013 LOW D_PE 2014 1696.03 200.33 125 8.47 <.0001 Year*T_System HIGH DC_W 2013 LOW SC_W 2014 917.24 200.33 125 4.58 <.0001 Year*T_System HIGH DC_W 2013 HIGH DC_W 2015 1320.40 196.28 125 6.73 <.0001 Year*T_System HIGH DC_W 2013 HIGH Dlen 2015 1777.79 200.33 125 8.87 <.0001 Year*T_System HIGH DC_W 2013 HIGH Dmus 2015 1645.66 200.33 125 8.21 <.0001 Year*T_System HIGH DC_W 2013 HIGH SC_W 2015 477.40 200.33 125 2.38 0.0187 Year*T_System HIGH DC_W 2013 LOW DC_W 2015 1529.43 200.33 125 7.63 <.0001 Year*T_System HIGH DC_W 2013 LOW Dlen 2015 1937.33 200.33 125 9.67 <.0001 Year*T_System HIGH DC_W 2013 LOW Dmus 2015 2117.90 200.33 125 10.57 <.0001 Year*T_System HIGH DC_W 2013 LOW SC_W 2015 1624.30 200.33 125 8.11 <.0001 Year*T_System HIGH Dlen 2013 HIGH Dmus 2013 -545.11 188.41 125 -2.89 0.0045 Year*T_System HIGH Dlen 2013 HIGH SC_W 2013 -1941.02 188.41 125 -10.30 <.0001 Year*T_System HIGH Dlen 2013 LOW DC_W 2013 -1537.76 188.41 125 -8.16 <.0001 Year*T_System HIGH Dlen 2013 LOW Dlen 2013 -715.44 188.41 125 -3.80 0.0002 Year*T_System HIGH Dlen 2013 LOW Dmus 2013 -71.6111 188.41 125 -0.38 0.7045 Year*T_System HIGH Dlen 2013 LOW SC_W 2013 -1607.71 188.41 125 -8.53 <.0001 Year*T_System HIGH Dlen 2013 HIGH DC_W 2014 -1020.27 200.33 125 -5.09 <.0001 Year*T_System HIGH Dlen 2013 HIGH D_FL 2014 -680.72 200.33 125 -3.40 0.0009 Year*T_System HIGH Dlen 2013 HIGH D_PE 2014 -129.19 200.33 125 -0.64 0.5202 Year*T_System HIGH Dlen 2013 HIGH SC_W 2014 -1898.02 200.33 125 -9.47 <.0001 Year*T_System HIGH Dlen 2013 LOW DC_W 2014 -785.59 200.33 125 -3.92 0.0001 Year*T_System HIGH Dlen 2013 LOW D_FL 2014 -495.78 200.33 125 -2.47 0.0147 Year*T_System HIGH Dlen 2013 LOW D_PE 2014 -349.33 200.33 125 -1.74 0.0837 Year*T_System HIGH Dlen 2013 LOW SC_W 2014 -1128.11 200.33 125 -5.63 <.0001 Year*T_System HIGH Dlen 2013 HIGH DC_W 2015 -724.96 200.33 125 -3.62 0.0004 Year*T_System HIGH Dlen 2013 HIGH Dlen 2015 -267.57 196.28 125 -1.36 0.1753 Year*T_System HIGH Dlen 2013 HIGH Dmus 2015 -399.70 200.33 125 -2.00 0.0482 Year*T_System HIGH Dlen 2013 HIGH SC_W 2015 -1567.95 200.33 125 -7.83 <.0001 Year*T_System HIGH Dlen 2013 LOW DC_W 2015 -515.93 200.33 125 -2.58 0.0112 Year*T_System HIGH Dlen 2013 LOW Dlen 2015 -108.02 200.33 125 -0.54 0.5907 Year*T_System HIGH Dlen 2013 LOW Dmus 2015 72.5500 200.33 125 0.36 0.7179 Year*T_System HIGH Dlen 2013 LOW SC_W 2015 -421.06 200.33 125 -2.10 0.0376 Year*T_System HIGH Dmus 2013 HIGH SC_W 2013 -1395.91 188.41 125 -7.41 <.0001 Year*T_System HIGH Dmus 2013 LOW DC_W 2013 -992.65 188.41 125 -5.27 <.0001 Year*T_System HIGH Dmus 2013 LOW Dlen 2013 -170.33 188.41 125 -0.90 0.3677 Year*T_System HIGH Dmus 2013 LOW Dmus 2013 473.50 188.41 125 2.51 0.0132 Year*T_System HIGH Dmus 2013 LOW SC_W 2013 -1062.60 188.41 125 -5.64 <.0001 Year*T_System HIGH Dmus 2013 HIGH DC_W 2014 -475.16 200.33 125 -2.37 0.0192 Year*T_System HIGH Dmus 2013 HIGH D_FL 2014 -135.61 200.33 125 -0.68 0.4997 Year*T_System HIGH Dmus 2013 HIGH D_PE 2014 415.92 200.33 125 2.08 0.0399 Year*T_System HIGH Dmus 2013 HIGH SC_W 2014 -1352.91 200.33 125 -6.75 <.0001 Year*T_System HIGH Dmus 2013 LOW DC_W 2014 -240.48 200.33 125 -1.20 0.2322 Year*T_System HIGH Dmus 2013 LOW D_FL 2014 49.3311 200.33 125 0.25 0.8059 Year*T_System HIGH Dmus 2013 LOW D_PE 2014 195.78 200.33 125 0.98 0.3303 Year*T_System HIGH Dmus 2013 LOW SC_W 2014 -583.00 200.33 125 -2.91 0.0043 Year*T_System HIGH Dmus 2013 HIGH DC_W 2015 -179.85 200.33 125 -0.90 0.3710 Year*T_System HIGH Dmus 2013 HIGH Dlen 2015 277.54 200.33 125 1.39 0.1684 Year*T_System HIGH Dmus 2013 HIGH Dmus 2015 145.41 196.28 125 0.74 0.4602 Year*T_System HIGH Dmus 2013 HIGH SC_W 2015 -1022.84 200.33 125 -5.11 <.0001 Year*T_System HIGH Dmus 2013 LOW DC_W 2015 29.1805 200.33 125 0.15 0.8844 Year*T_System HIGH Dmus 2013 LOW Dlen 2015 437.09 200.33 125 2.18 0.0310 Year*T_System HIGH Dmus 2013 LOW Dmus 2015 617.66 200.33 125 3.08 0.0025 Year*T_System HIGH Dmus 2013 LOW SC_W 2015 124.05 200.33 125 0.62 0.5369 Year*T_System HIGH SC_W 2013 LOW DC_W 2013 403.27 188.41 125 2.14 0.0343 Year*T_System HIGH SC_W 2013 LOW Dlen 2013 1225.58 188.41 125 6.50 <.0001 Year*T_System HIGH SC_W 2013 LOW Dmus 2013 1869.41 188.41 125 9.92 <.0001 Year*T_System HIGH SC_W 2013 LOW SC_W 2013 333.32 188.41 125 1.77 0.0793 Year*T_System HIGH SC_W 2013 HIGH DC_W 2014 920.76 200.33 125 4.60 <.0001 Year*T_System HIGH SC_W 2013 HIGH D_FL 2014 1260.30 200.33 125 6.29 <.0001 Year*T_System HIGH SC_W 2013 HIGH D_PE 2014 1811.84 200.33 125 9.04 <.0001 Year*T_System HIGH SC_W 2013 HIGH SC_W 2014 43.0033 218.36 125 0.20 0.8442 Year*T_System HIGH SC_W 2013 LOW DC_W 2014 1155.43 200.33 125 5.77 <.0001 Year*T_System HIGH SC_W 2013 LOW D_FL 2014 1445.25 200.33 125 7.21 <.0001 Year*T_System HIGH SC_W 2013 LOW D_PE 2014 1591.70 200.33 125 7.95 <.0001 Year*T_System HIGH SC_W 2013 LOW SC_W 2014 812.91 200.33 125 4.06 <.0001 Year*T_System HIGH SC_W 2013 HIGH DC_W 2015 1216.07 200.33 125 6.07 <.0001 Year*T_System HIGH SC_W 2013 HIGH Dlen 2015 1673.45 200.33 125 8.35 <.0001 Year*T_System HIGH SC_W 2013 HIGH Dmus 2015 1541.33 200.33 125 7.69 <.0001 Year*T_System HIGH SC_W 2013 HIGH SC_W 2015 373.07 196.28 125 1.90 0.0596 Year*T_System HIGH SC_W 2013 LOW DC_W 2015 1425.09 200.33 125 7.11 <.0001 Year*T_System HIGH SC_W 2013 LOW Dlen 2015 1833.00 200.33 125 9.15 <.0001 Year*T_System HIGH SC_W 2013 LOW Dmus 2015 2013.57 200.33 125 10.05 <.0001 Year*T_System HIGH SC_W 2013 LOW SC_W 2015 1519.97 200.33 125 7.59 <.0001 Year*T_System LOW DC_W 2013 LOW Dlen 2013 822.31 188.41 125 4.36 <.0001 Year*T_System LOW DC_W 2013 LOW Dmus 2013 1466.14 188.41 125 7.78 <.0001 Year*T_System LOW DC_W 2013 LOW SC_W 2013 -69.9505 188.41 125 -0.37 0.7111 Year*T_System LOW DC_W 2013 HIGH DC_W 2014 517.49 200.33 125 2.58 0.0109 Year*T_System LOW DC_W 2013 HIGH D_FL 2014 857.03 200.33 125 4.28 <.0001 Year*T_System LOW DC_W 2013 HIGH D_PE 2014 1408.57 200.33 125 7.03 <.0001 Year*T_System LOW DC_W 2013 HIGH SC_W 2014 -360.26 200.33 125 -1.80 0.0745 Year*T_System LOW DC_W 2013 LOW DC_W 2014 752.16 218.36 125 3.44 0.0008 Year*T_System LOW DC_W 2013 LOW D_FL 2014 1041.98 200.33 125 5.20 <.0001 Year*T_System LOW DC_W 2013 LOW D_PE 2014 1188.43 200.33 125 5.93 <.0001 Year*T_System LOW DC_W 2013 LOW SC_W 2014 409.64 200.33 125 2.04 0.0430 Year*T_System LOW DC_W 2013 HIGH DC_W 2015 812.80 200.33 125 4.06 <.0001 Year*T_System LOW DC_W 2013 HIGH Dlen 2015 1270.19 200.33 125 6.34 <.0001 Year*T_System LOW DC_W 2013 HIGH Dmus 2015 1138.06 200.33 125 5.68 <.0001 Year*T_System LOW DC_W 2013 HIGH SC_W 2015 -30.1961 200.33 125 -0.15 0.8804 Year*T_System LOW DC_W 2013 LOW DC_W 2015 1021.83 196.28 125 5.21 <.0001 Year*T_System LOW DC_W 2013 LOW Dlen 2015 1429.73 200.33 125 7.14 <.0001 Year*T_System LOW DC_W 2013 LOW Dmus 2015 1610.31 200.33 125 8.04 <.0001 Year*T_System LOW DC_W 2013 LOW SC_W 2015 1116.70 200.33 125 5.57 <.0001 Year*T_System LOW Dlen 2013 LOW Dmus 2013 643.83 188.41 125 3.42 0.0009 Year*T_System LOW Dlen 2013 LOW SC_W 2013 -892.26 188.41 125 -4.74 <.0001 Year*T_System LOW Dlen 2013 HIGH DC_W 2014 -304.82 200.33 125 -1.52 0.1306 Year*T_System LOW Dlen 2013 HIGH D_FL 2014 34.7218 200.33 125 0.17 0.8627 Year*T_System LOW Dlen 2013 HIGH D_PE 2014 586.25 200.33 125 2.93 0.0041 Year*T_System LOW Dlen 2013 HIGH SC_W 2014 -1182.58 200.33 125 -5.90 <.0001 Year*T_System LOW Dlen 2013 LOW DC_W 2014 -70.1484 200.33 125 -0.35 0.7268 Year*T_System LOW Dlen 2013 LOW D_FL 2014 219.66 200.33 125 1.10 0.2750 Year*T_System LOW Dlen 2013 LOW D_PE 2014 366.11 200.33 125 1.83 0.0700 Year*T_System LOW Dlen 2013 LOW SC_W 2014 -412.67 200.33 125 -2.06 0.0415 Year*T_System LOW Dlen 2013 HIGH DC_W 2015 -9.5138 200.33 125 -0.05 0.9622 Year*T_System LOW Dlen 2013 HIGH Dlen 2015 447.87 200.33 125 2.24 0.0271 Year*T_System LOW Dlen 2013 HIGH Dmus 2015 315.74 200.33 125 1.58 0.1175 Year*T_System LOW Dlen 2013 HIGH SC_W 2015 -852.51 200.33 125 -4.26 <.0001 Year*T_System LOW Dlen 2013 LOW DC_W 2015 199.51 200.33 125 1.00 0.3212 Year*T_System LOW Dlen 2013 LOW Dlen 2015 607.42 196.28 125 3.09 0.0024 Year*T_System LOW Dlen 2013 LOW Dmus 2015 787.99 200.33 125 3.93 0.0001 Year*T_System LOW Dlen 2013 LOW SC_W 2015 294.39 200.33 125 1.47 0.1442 Year*T_System LOW Dmus 2013 LOW SC_W 2013 -1536.10 188.41 125 -8.15 <.0001 Year*T_System LOW Dmus 2013 HIGH DC_W 2014 -948.66 200.33 125 -4.74 <.0001 Year*T_System LOW Dmus 2013 HIGH D_FL 2014 -609.11 200.33 125 -3.04 0.0029 Year*T_System LOW Dmus 2013 HIGH D_PE 2014 -57.5772 200.33 125 -0.29 0.7743 Year*T_System LOW Dmus 2013 HIGH SC_W 2014 -1826.41 200.33 125 -9.12 <.0001 Year*T_System LOW Dmus 2013 LOW DC_W 2014 -713.98 200.33 125 -3.56 0.0005 Year*T_System LOW Dmus 2013 LOW D_FL 2014 -424.17 200.33 125 -2.12 0.0362 Year*T_System LOW Dmus 2013 LOW D_PE 2014 -277.72 200.33 125 -1.39 0.1681 Year*T_System LOW Dmus 2013 LOW SC_W 2014 -1056.50 200.33 125 -5.27 <.0001 Year*T_System LOW Dmus 2013 HIGH DC_W 2015 -653.35 200.33 125 -3.26 0.0014 Year*T_System LOW Dmus 2013 HIGH Dlen 2015 -195.96 200.33 125 -0.98 0.3299 Year*T_System LOW Dmus 2013 HIGH Dmus 2015 -328.09 200.33 125 -1.64 0.1040 Year*T_System LOW Dmus 2013 HIGH SC_W 2015 -1496.34 200.33 125 -7.47 <.0001 Year*T_System LOW Dmus 2013 LOW DC_W 2015 -444.32 200.33 125 -2.22 0.0284 Year*T_System LOW Dmus 2013 LOW Dlen 2015 -36.4105 200.33 125 -0.18 0.8561 Year*T_System LOW Dmus 2013 LOW Dmus 2015 144.16 196.28 125 0.73 0.4641 Year*T_System LOW Dmus 2013 LOW SC_W 2015 -349.45 200.33 125 -1.74 0.0836 Year*T_System LOW SC_W 2013 HIGH DC_W 2014 587.44 200.33 125 2.93 0.0040 Year*T_System LOW SC_W 2013 HIGH D_FL 2014 926.99 200.33 125 4.63 <.0001 Year*T_System LOW SC_W 2013 HIGH D_PE 2014 1478.52 200.33 125 7.38 <.0001 Year*T_System LOW SC_W 2013 HIGH SC_W 2014 -290.31 200.33 125 -1.45 0.1498 Year*T_System LOW SC_W 2013 LOW DC_W 2014 822.12 200.33 125 4.10 <.0001 Year*T_System LOW SC_W 2013 LOW D_FL 2014 1111.93 200.33 125 5.55 <.0001 Year*T_System LOW SC_W 2013 LOW D_PE 2014 1258.38 200.33 125 6.28 <.0001 Year*T_System LOW SC_W 2013 LOW SC_W 2014 479.59 218.36 125 2.20 0.0299 Year*T_System LOW SC_W 2013 HIGH DC_W 2015 882.75 200.33 125 4.41 <.0001 Year*T_System LOW SC_W 2013 HIGH Dlen 2015 1340.14 200.33 125 6.69 <.0001 Year*T_System LOW SC_W 2013 HIGH Dmus 2015 1208.01 200.33 125 6.03 <.0001 Year*T_System LOW SC_W 2013 HIGH SC_W 2015 39.7544 200.33 125 0.20 0.8430 Year*T_System LOW SC_W 2013 LOW DC_W 2015 1091.78 200.33 125 5.45 <.0001 Year*T_System LOW SC_W 2013 LOW Dlen 2015 1499.68 200.33 125 7.49 <.0001 Year*T_System LOW SC_W 2013 LOW Dmus 2015 1680.26 200.33 125 8.39 <.0001 Year*T_System LOW SC_W 2013 LOW SC_W 2015 1186.65 196.28 125 6.05 <.0001 Year*T_System HIGH DC_W 2014 HIGH D_FL 2014 339.55 188.41 125 1.80 0.0739 Year*T_System HIGH DC_W 2014 HIGH D_PE 2014 891.08 188.41 125 4.73 <.0001 Year*T_System HIGH DC_W 2014 HIGH SC_W 2014 -877.75 188.41 125 -4.66 <.0001 Year*T_System HIGH DC_W 2014 LOW DC_W 2014 234.68 188.41 125 1.25 0.2153 Year*T_System HIGH DC_W 2014 LOW D_FL 2014 524.49 188.41 125 2.78 0.0062 Year*T_System HIGH DC_W 2014 LOW D_PE 2014 670.94 188.41 125 3.56 0.0005 Year*T_System HIGH DC_W 2014 LOW SC_W 2014 -107.85 188.41 125 -0.57 0.5681 Year*T_System HIGH DC_W 2014 HIGH DC_W 2015 295.31 218.36 125 1.35 0.1787 Year*T_System HIGH DC_W 2014 HIGH Dlen 2015 752.70 200.33 125 3.76 0.0003 Year*T_System HIGH DC_W 2014 HIGH Dmus 2015 620.57 200.33 125 3.10 0.0024 Year*T_System HIGH DC_W 2014 HIGH SC_W 2015 -547.69 200.33 125 -2.73 0.0072 Year*T_System HIGH DC_W 2014 LOW DC_W 2015 504.34 200.33 125 2.52 0.0131 Year*T_System HIGH DC_W 2014 LOW Dlen 2015 912.24 200.33 125 4.55 <.0001 Year*T_System HIGH DC_W 2014 LOW Dmus 2015 1092.82 200.33 125 5.46 <.0001 Year*T_System HIGH DC_W 2014 LOW SC_W 2015 599.21 200.33 125 2.99 0.0033 Year*T_System HIGH D_FL 2014 HIGH D_PE 2014 551.53 188.41 125 2.93 0.0041 Year*T_System HIGH D_FL 2014 HIGH SC_W 2014 -1217.30 188.41 125 -6.46 <.0001 Year*T_System HIGH D_FL 2014 LOW DC_W 2014 -104.87 188.41 125 -0.56 0.5788 Year*T_System HIGH D_FL 2014 LOW D_FL 2014 184.94 188.41 125 0.98 0.3282 Year*T_System HIGH D_FL 2014 LOW D_PE 2014 331.39 188.41 125 1.76 0.0811 Year*T_System HIGH D_FL 2014 LOW SC_W 2014 -447.39 188.41 125 -2.37 0.0191 Year*T_System HIGH D_FL 2014 HIGH DC_W 2015 -44.2356 200.33 125 -0.22 0.8256 Year*T_System HIGH D_FL 2014 HIGH Dlen 2015 413.15 200.33 125 2.06 0.0412 Year*T_System HIGH D_FL 2014 HIGH Dmus 2015 281.02 200.33 125 1.40 0.1632 Year*T_System HIGH D_FL 2014 HIGH SC_W 2015 -887.23 200.33 125 -4.43 <.0001 Year*T_System HIGH D_FL 2014 LOW DC_W 2015 164.79 200.33 125 0.82 0.4123 Year*T_System HIGH D_FL 2014 LOW Dlen 2015 572.70 200.33 125 2.86 0.0050 Year*T_System HIGH D_FL 2014 LOW Dmus 2015 753.27 200.33 125 3.76 0.0003 Year*T_System HIGH D_FL 2014 LOW SC_W 2015 259.66 200.33 125 1.30 0.1973 Year*T_System HIGH D_PE 2014 HIGH SC_W 2014 -1768.83 188.41 125 -9.39 <.0001 Year*T_System HIGH D_PE 2014 LOW DC_W 2014 -656.40 188.41 125 -3.48 0.0007 Year*T_System HIGH D_PE 2014 LOW D_FL 2014 -366.59 188.41 125 -1.95 0.0539 Year*T_System HIGH D_PE 2014 LOW D_PE 2014 -220.14 188.41 125 -1.17 0.2449 Year*T_System HIGH D_PE 2014 LOW SC_W 2014 -998.92 188.41 125 -5.30 <.0001 Year*T_System HIGH D_PE 2014 HIGH DC_W 2015 -595.77 200.33 125 -2.97 0.0035 Year*T_System HIGH D_PE 2014 HIGH Dlen 2015 -138.38 200.33 125 -0.69 0.4910 Year*T_System HIGH D_PE 2014 HIGH Dmus 2015 -270.51 200.33 125 -1.35 0.1794 Year*T_System HIGH D_PE 2014 HIGH SC_W 2015 -1438.76 200.33 125 -7.18 <.0001 Year*T_System HIGH D_PE 2014 LOW DC_W 2015 -386.74 200.33 125 -1.93 0.0558 Year*T_System HIGH D_PE 2014 LOW Dlen 2015 21.1667 200.33 125 0.11 0.9160 Year*T_System HIGH D_PE 2014 LOW Dmus 2015 201.74 200.33 125 1.01 0.3159 Year*T_System HIGH D_PE 2014 LOW SC_W 2015 -291.87 200.33 125 -1.46 0.1476 Year*T_System HIGH SC_W 2014 LOW DC_W 2014 1112.43 188.41 125 5.90 <.0001 Year*T_System HIGH SC_W 2014 LOW D_FL 2014 1402.24 188.41 125 7.44 <.0001 Year*T_System HIGH SC_W 2014 LOW D_PE 2014 1548.69 188.41 125 8.22 <.0001 Year*T_System HIGH SC_W 2014 LOW SC_W 2014 769.91 188.41 125 4.09 <.0001 Year*T_System HIGH SC_W 2014 HIGH DC_W 2015 1173.06 200.33 125 5.86 <.0001 Year*T_System HIGH SC_W 2014 HIGH Dlen 2015 1630.45 200.33 125 8.14 <.0001 Year*T_System HIGH SC_W 2014 HIGH Dmus 2015 1498.32 200.33 125 7.48 <.0001 Year*T_System HIGH SC_W 2014 HIGH SC_W 2015 330.07 218.36 125 1.51 0.1332 Year*T_System HIGH SC_W 2014 LOW DC_W 2015 1382.09 200.33 125 6.90 <.0001 Year*T_System HIGH SC_W 2014 LOW Dlen 2015 1790.00 200.33 125 8.94 <.0001 Year*T_System HIGH SC_W 2014 LOW Dmus 2015 1970.57 200.33 125 9.84 <.0001 Year*T_System HIGH SC_W 2014 LOW SC_W 2015 1476.96 200.33 125 7.37 <.0001 Year*T_System LOW DC_W 2014 LOW D_FL 2014 289.81 188.41 125 1.54 0.1265 Year*T_System LOW DC_W 2014 LOW D_PE 2014 436.26 188.41 125 2.32 0.0222 Year*T_System LOW DC_W 2014 LOW SC_W 2014 -342.52 188.41 125 -1.82 0.0715 Year*T_System LOW DC_W 2014 HIGH DC_W 2015 60.6346 200.33 125 0.30 0.7626 Year*T_System LOW DC_W 2014 HIGH Dlen 2015 518.02 200.33 125 2.59 0.0109 Year*T_System LOW DC_W 2014 HIGH Dmus 2015 385.89 200.33 125 1.93 0.0563 Year*T_System LOW DC_W 2014 HIGH SC_W 2015 -782.36 200.33 125 -3.91 0.0002 Year*T_System LOW DC_W 2014 LOW DC_W 2015 269.66 218.36 125 1.23 0.2192 Year*T_System LOW DC_W 2014 LOW Dlen 2015 677.57 200.33 125 3.38 0.0010 Year*T_System LOW DC_W 2014 LOW Dmus 2015 858.14 200.33 125 4.28 <.0001 Year*T_System LOW DC_W 2014 LOW SC_W 2015 364.53 200.33 125 1.82 0.0712 Year*T_System LOW D_FL 2014 LOW D_PE 2014 146.45 188.41 125 0.78 0.4385 Year*T_System LOW D_FL 2014 LOW SC_W 2014 -632.33 188.41 125 -3.36 0.0010 Year*T_System LOW D_FL 2014 HIGH DC_W 2015 -229.18 200.33 125 -1.14 0.2548 Year*T_System LOW D_FL 2014 HIGH Dlen 2015 228.21 200.33 125 1.14 0.2568 Year*T_System LOW D_FL 2014 HIGH Dmus 2015 96.0805 200.33 125 0.48 0.6323 Year*T_System LOW D_FL 2014 HIGH SC_W 2015 -1072.17 200.33 125 -5.35 <.0001 Year*T_System LOW D_FL 2014 LOW DC_W 2015 -20.1506 200.33 125 -0.10 0.9200 Year*T_System LOW D_FL 2014 LOW Dlen 2015 387.76 200.33 125 1.94 0.0552 Year*T_System LOW D_FL 2014 LOW Dmus 2015 568.33 200.33 125 2.84 0.0053 Year*T_System LOW D_FL 2014 LOW SC_W 2015 74.7219 200.33 125 0.37 0.7098 Year*T_System LOW D_PE 2014 LOW SC_W 2014 -778.78 188.41 125 -4.13 <.0001 Year*T_System LOW D_PE 2014 HIGH DC_W 2015 -375.63 200.33 125 -1.88 0.0631 Year*T_System LOW D_PE 2014 HIGH Dlen 2015 81.7587 200.33 125 0.41 0.6839 Year*T_System LOW D_PE 2014 HIGH Dmus 2015 -50.3700 200.33 125 -0.25 0.8019 Year*T_System LOW D_PE 2014 HIGH SC_W 2015 -1218.62 200.33 125 -6.08 <.0001 Year*T_System LOW D_PE 2014 LOW DC_W 2015 -166.60 200.33 125 -0.83 0.4072 Year*T_System LOW D_PE 2014 LOW Dlen 2015 241.31 200.33 125 1.20 0.2307 Year*T_System LOW D_PE 2014 LOW Dmus 2015 421.88 200.33 125 2.11 0.0372 Year*T_System LOW D_PE 2014 LOW SC_W 2015 -71.7286 200.33 125 -0.36 0.7209 Year*T_System LOW SC_W 2014 HIGH DC_W 2015 403.16 200.33 125 2.01 0.0463 Year*T_System LOW SC_W 2014 HIGH Dlen 2015 860.54 200.33 125 4.30 <.0001 Year*T_System LOW SC_W 2014 HIGH Dmus 2015 728.41 200.33 125 3.64 0.0004 Year*T_System LOW SC_W 2014 HIGH SC_W 2015 -439.84 200.33 125 -2.20 0.0300 Year*T_System LOW SC_W 2014 LOW DC_W 2015 612.18 200.33 125 3.06 0.0027 Year*T_System LOW SC_W 2014 LOW Dlen 2015 1020.09 200.33 125 5.09 <.0001 Year*T_System LOW SC_W 2014 LOW Dmus 2015 1200.66 200.33 125 5.99 <.0001 Year*T_System LOW SC_W 2014 LOW SC_W 2015 707.06 218.36 125 3.24 0.0015 Year*T_System HIGH DC_W 2015 HIGH Dlen 2015 457.39 188.41 125 2.43 0.0166 Year*T_System HIGH DC_W 2015 HIGH Dmus 2015 325.26 188.41 125 1.73 0.0868 Year*T_System HIGH DC_W 2015 HIGH SC_W 2015 -843.00 188.41 125 -4.47 <.0001 Year*T_System HIGH DC_W 2015 LOW DC_W 2015 209.03 188.41 125 1.11 0.2694 Year*T_System HIGH DC_W 2015 LOW Dlen 2015 616.93 188.41 125 3.27 0.0014 Year*T_System HIGH DC_W 2015 LOW Dmus 2015 797.51 188.41 125 4.23 <.0001 Year*T_System HIGH DC_W 2015 LOW SC_W 2015 303.90 188.41 125 1.61 0.1093 Year*T_System HIGH Dlen 2015 HIGH Dmus 2015 -132.13 188.41 125 -0.70 0.4844 Year*T_System HIGH Dlen 2015 HIGH SC_W 2015 -1300.38 188.41 125 -6.90 <.0001 Year*T_System HIGH Dlen 2015 LOW DC_W 2015 -248.36 188.41 125 -1.32 0.1899 Year*T_System HIGH Dlen 2015 LOW Dlen 2015 159.55 188.41 125 0.85 0.3987 Year*T_System HIGH Dlen 2015 LOW Dmus 2015 340.12 188.41 125 1.81 0.0735 Year*T_System HIGH Dlen 2015 LOW SC_W 2015 -153.49 188.41 125 -0.81 0.4168 Year*T_System HIGH Dmus 2015 HIGH SC_W 2015 -1168.25 188.41 125 -6.20 <.0001 Year*T_System HIGH Dmus 2015 LOW DC_W 2015 -116.23 188.41 125 -0.62 0.5384 Year*T_System HIGH Dmus 2015 LOW Dlen 2015 291.68 188.41 125 1.55 0.1241 Year*T_System HIGH Dmus 2015 LOW Dmus 2015 472.25 188.41 125 2.51 0.0135 Year*T_System HIGH Dmus 2015 LOW SC_W 2015 -21.3586 188.41 125 -0.11 0.9099 Year*T_System HIGH SC_W 2015 LOW DC_W 2015 1052.02 188.41 125 5.58 <.0001 Year*T_System HIGH SC_W 2015 LOW Dlen 2015 1459.93 188.41 125 7.75 <.0001 Year*T_System HIGH SC_W 2015 LOW Dmus 2015 1640.50 188.41 125 8.71 <.0001 Year*T_System HIGH SC_W 2015 LOW SC_W 2015 1146.90 188.41 125 6.09 <.0001 Year*T_System LOW DC_W 2015 LOW Dlen 2015 407.91 188.41 125 2.16 0.0323 Year*T_System LOW DC_W 2015 LOW Dmus 2015 588.48 188.41 125 3.12 0.0022 Year*T_System LOW DC_W 2015 LOW SC_W 2015 94.8725 188.41 125 0.50 0.6155 Year*T_System LOW Dlen 2015 LOW Dmus 2015 180.57 188.41 125 0.96 0.3397 Year*T_System LOW Dlen 2015 LOW SC_W 2015 -313.03 188.41 125 -1.66 0.0991 Year*T_System LOW Dmus 2015 LOW SC_W 2015 -493.61 188.41 125 -2.62 0.0099