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
