The SAS System 1 08:17 Monday, March 15, 2010 The GLM Procedure Class Level Information Class Levels Values machine 10 1 2 3 4 5 6 7 8 9 10 operator 10 1 2 3 4 5 6 7 8 9 10 glue 2 1 2 Number of Observations Read 400 Number of Observations Used 400 The SAS System 2 08:17 Monday, March 15, 2010 The GLM Procedure Dependent Variable: strength Sum of Source DF Squares Mean Square F Value Pr > F Model 199 17866.54320 89.78162 3.87 <.0001 Error 200 4645.79400 23.22897 Corrected Total 399 22512.33720 R-Square Coeff Var Root MSE strength Mean 0.793633 3.274217 4.819644 147.1999 Source DF Type I SS Mean Square F Value Pr > F machine 9 2705.802491 300.644721 12.94 <.0001 operator 9 8886.818466 987.424274 42.51 <.0001 glue 1 2375.782564 2375.782564 102.28 <.0001 machine*operator 81 1682.543339 20.772140 0.89 0.7149 machine*glue 9 420.480681 46.720076 2.01 0.0397 operator*glue 9 145.341316 16.149035 0.70 0.7128 machine*operato*glue 81 1649.774339 20.367584 0.88 0.7490 Source DF Type III SS Mean Square F Value Pr > F machine 9 2705.802491 300.644721 12.94 <.0001 operator 9 8886.818466 987.424274 42.51 <.0001 glue 1 2375.782564 2375.782564 102.28 <.0001 machine*operator 81 1682.543339 20.772140 0.89 0.7149 machine*glue 9 420.480681 46.720076 2.01 0.0397 operator*glue 9 145.341316 16.149035 0.70 0.7128 machine*operato*glue 81 1649.774339 20.367584 0.88 0.7490 The SAS System 3 08:17 Monday, March 15, 2010 The GLM Procedure Source Type III Expected Mean Square machine Var(Error) + 2 Var(machine*operato*glue) + 20 Var(machine*glue) + 4 Var(machine*operator) + 40 Var(machine) operator Var(Error) + 2 Var(machine*operato*glue) + 20 Var(operator*glue) + 4 Var(machine*operator) + 40 Var(operator) glue Var(Error) + 2 Var(machine*operato*glue) + 20 Var(operator*glue) + 20 Var(machine*glue) + 200 Var(glue) machine*operator Var(Error) + 2 Var(machine*operato*glue) + 4 Var(machine*operator) machine*glue Var(Error) + 2 Var(machine*operato*glue) + 20 Var(machine*glue) operator*glue Var(Error) + 2 Var(machine*operato*glue) + 20 Var(operator*glue) machine*operato*glue Var(Error) + 2 Var(machine*operato*glue) The SAS System 4 08:17 Monday, March 15, 2010 The GLM Procedure Tests of Hypotheses for Random Model Analysis of Variance Dependent Variable: strength Source DF Type III SS Mean Square F Value Pr > F machine 9 2705.802491 300.644721 6.38 0.0059 Error 8.7784 413.676946 47.124631 Error: MS(machine*operator) + MS(machine*glue) - MS(machine*operato*glue) - 49E-16*MS(Error) Source DF Type III SS Mean Square F Value Pr > F operator 9 8886.818466 987.424274 59.65 <.0001 Error 6.9504 115.054227 16.553591 Error: MS(machine*operator) + MS(operator*glue) - MS(machine*operato*glue) + 6E-15*MS(Error) Source DF Type III SS Mean Square F Value Pr > F glue 1 2375.782564 2375.782564 55.90 0.0002 Error 6.53 277.535024 42.501526 Error: MS(machine*glue) + MS(operator*glue) - MS(machine*operato*glue) + 57E-16*MS(Error) Source DF Type III SS Mean Square F Value Pr > F machine*operator 81 1682.543339 20.772140 1.02 0.4648 machine*glue 9 420.480681 46.720076 2.29 0.0239 operator*glue 9 145.341316 16.149035 0.79 0.6237 Error 81 1649.774339 20.367584 Error: MS(machine*operato*glue) Source DF Type III SS Mean Square F Value Pr > F machine*operato*glue 81 1649.774339 20.367584 0.88 0.7490 Error: MS(Error) 200 4645.794000 23.228970