* reaction.sas, reaction time experiment, Table 6.13 (page 176); * (also exercise 4 of chapter 4, but then n=18); options ls=72; ; DATA DATA1; INPUT ORDER A B Y; *** code the treatment combinations 11, 12, ..., 23; TC = 10*A + (B/5); LINES; 1 2 15 0.256 2 2 15 0.281 3 1 10 0.167 4 2 15 0.258 5 1 10 0.182 6 2 10 0.283 7 2 5 0.257 8 2 10 0.235 9 1 5 0.204 10 1 5 0.170 11 2 10 0.260 12 1 10 0.187 13 1 15 0.202 14 2 5 0.279 ; PROC PRINT; PROC GLM; CLASSES A B; MODEL Y = A B A*B; * Use MEANS only if sample sizes are equal; MEANS A B / TUKEY CLDIFF ALPHA=0.01; * If sample sizes are unequal, use LSMEANS; LSMEANS A B/PDIFF=ALL CL ADJUST=TUKEY ALPHA=0.01; CONTRAST '11-13-21+23' A*B 1 0 -1 -1 0 1; CONTRAST 'B1-B2' B 1 -1 0; ESTIMATE 'B1-B2' B 1 -1 0; ESTIMATE 'B1-B3' B 1 0 -1; ESTIMATE 'B2-B3' B 0 1 -1; PROC GLM; CLASSES TC; MODEL Y = TC; MEANS TC / TUKEY CLDIFF ALPHA=0.01; LSMEANS TC/PDIFF=CONTROL CL ADJUST=DUNNETT ALPHA=0.01; LSMEANS TC/PDIFF=CONTROLL CL ADJUST=DUNNETT ALPHA=0.01; LSMEANS TC/PDIFF=CONTROLU CL ADJUST=DUNNETT ALPHA=0.01; CONTRAST '11-13-21+23' TC 1 0 -1 -1 0 1; CONTRAST 'B1-B2' TC 1 -1 0 1 -1 0;