Data from Chapter 6, Table 6.1, page 121
data table6_1; input a score; datalines; 1 16 1 11 1 22 1 8 1 15 1 6 1 16 1 15 1 12 1 11 2 10 2 5 2 8 2 12 2 0 2 16 2 8 2 12 2 10 2 6 3 9 3 3 3 4 3 8 3 8 3 6 3 13 3 5 3 9 3 7 4 9 4 12 4 12 4 4 4 5 4 10 4 7 4 12 4 9 4 8 5 11 5 9 5 10 5 13 5 13 5 12 5 11 5 18 5 14 5 12 ; run;
Pairwise Comparison (Tukey HSD, SNK) and Post-Hoc Error Correction (Scheffe) : Section 6.4-6.5, page 120-130
proc glm data = table6_1; class a; model score = a/ ss3; means a /tukey snk scheffe; run; quit;
The GLM Procedure
Class Level Information Class Levels Values a 5 1 2 3 4 5 Number of observations 50
Dependent Variable: score Sum of Source DF Squares Mean Square F Value Pr > F Model 4 264.9200000 66.2300000 5.22 0.0015 Error 45 571.0000000 12.6888889 Corrected Total 49 835.9200000 R-Square Coeff Var Root MSE score Mean 0.316920 35.47955 3.562147 10.04000 Source DF Type III SS Mean Square F Value Pr > F a 4 264.9200000 66.2300000 5.22 0.0015 Student-Newman-Keuls Test for score NOTE: This test controls the Type I experimentwise error rate under the complete null hypothesis but not under partial null hypotheses. Alpha 0.05 Error Degrees of Freedom 45 Error Mean Square 12.68889
Number of Means 2 3 4 5 Critical Range 3.2086011 3.8609173 4.2497535 4.5265481
Means with the same letter are not significantly different. SNK Grouping Mean N a A 13.200 10 1 A B A 12.300 10 5 B B C 8.800 10 4 B C B C 8.700 10 2 C C 7.200 10 3 Tukey's Studentized Range (HSD) Test for score NOTE: This test controls the Type I experimentwise error rate, but it generally has a higher Type II error rate than REGWQ. Alpha 0.05 Error Degrees of Freedom 45 Error Mean Square 12.68889 Critical Value of Studentized Range 4.01842 Minimum Significant Difference 4.5265 Means with the same letter are not significantly different. Tukey Grouping Mean N a A 13.200 10 1 A A 12.300 10 5 A B A 8.800 10 4 B A B A 8.700 10 2 B B 7.200 10 3 Scheffe's Test for score NOTE: This test controls the Type I experimentwise error rate. Alpha 0.05 Error Degrees of Freedom 45 Error Mean Square 12.68889 Critical Value of F 2.57874 Minimum Significant Difference 5.1164 Means with the same letter are not significantly different. Scheffe Grouping Mean N a A 13.200 10 1 A B A 12.300 10 5 B A B A 8.800 10 4 B A B A 8.700 10 2 B B 7.200 10 3