The SAS System Obs Aw Bw Cw Dw As Bs Cs y 1 -1 -1 1 -1 -1 1 1 0.09210 2 -1 -1 1 -1 1 -1 -1 -0.77683 3 -1 -1 1 1 -1 -1 1 0.04073 4 -1 -1 1 1 1 1 -1 -1.59783 5 -1 1 -1 -1 -1 1 1 -0.03710 6 -1 1 -1 -1 1 -1 -1 -0.01906 7 -1 1 -1 1 -1 -1 1 0.78142 8 -1 1 -1 1 1 1 -1 0.38398 9 1 -1 -1 -1 -1 1 -1 -0.22842 10 1 -1 -1 -1 1 -1 1 -2.27687 11 1 -1 -1 1 -1 -1 -1 0.33255 12 1 -1 -1 1 1 1 1 0.01523 13 1 1 1 -1 -1 1 -1 -0.54169 14 1 1 1 -1 1 -1 1 1.50086 15 1 1 1 1 -1 -1 -1 -1.04236 16 1 1 1 1 1 1 1 0.22926 Standard Parameter Estimate Error t Value Pr > |t| Expected Value Intercept -.1965010251 . . . Intercept Aw -.0549278287 B . . . Aw + Bw*Cw + As*Cs Bw 0.3534149668 B . . . Bw + Aw*Cw Aw*Bw -.0654672745 B . . . Aw*Bw + Cw Cw 0.0000000000 B . . . Aw*Cw 0.0000000000 B . . . Bw*Cw 0.0000000000 B . . . Dw 0.0893754116 B . . . Dw + As*Bs Aw*Dw 0.0457251470 B . . . Aw*Dw + Bs*Cs Bw*Dw -.1582113016 . . . Bw*Dw Cw*Dw -.4199544637 . . . Cw*Dw As -.1211564614 B . . . As + Dw*Bs + Aw*Cs Aw*As 0.2397048160 B . . . Aw*As + Cs Bw*As 0.4880016314 B . . . Bw*As + Cw*Cs Cw*As 0.2219913647 B . . . Cw*As + Bw*Cs Dw*As -.0140570437 B . . . Dw*As + Bs Bs 0.0000000000 B . . . Aw*Bs 0.1340823463 B . . . Aw*Bs + Dw*Cs Bw*Bs -.1342439715 . . . Bw*Bs Cw*Bs -.1785123688 . . . Cw*Bs Dw*Bs 0.0000000000 B . . . As*Bs 0.0000000000 B . . . Cs 0.0000000000 B . . . Aw*Cs 0.0000000000 B . . . Bw*Cs 0.0000000000 B . . . Cw*Cs 0.0000000000 B . . . Dw*Cs 0.0000000000 B . . . As*Cs 0.0000000000 B . . . Bs*Cs 0.0000000000 B . . . NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.