data hotel;
input y1 y2 y3 group;
cards;
1.21 .61 .70 1
.92 .43 .71 1
.80 .35 .71 1
.85 .48 .68 1
.98 .42 .71 1
1.15 .52 .72 1
1.10 .50 .75 1
1.02 .53 .70 1
1.18 .45 .70 1
1.09 .40 .69 1
1.40 .50 .71 2
1.17 .39 .69 2
1.23 .44 .70 2
1.19 .37 .72 2
1.38 .42 .71 2
1.17 .45 .70 2
1.31 .41 .70 2
1.30 .47 .67 2
1.22 .29 .68 2
1.00 .30 .70 2
1.12 .27 .72 2
1.09 .35 .73 2
;
proc reg;
model group = y1 y2 y3/stb;
run;
Hotellings T2 Example 2
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Model: MODEL1
Dependent Variable: GROUP
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 3 3.94656 1.31552 15.703 0.0001
Error 18 1.50799 0.08378
C Total 21 5.45455
Root MSE 0.28944 R-square 0.7235
Dep Mean 1.54545 Adj R-sq 0.6775
C.V. 18.72864
Parameter Estimates
Parameter Standard T for H0: Standardized
Variable DF Estimate Error Parameter=0 Prob>|T| Estimate
INTERCEP 1 2.153220 2.61219528 0.824 0.4206 0.00000000
Y1 1 2.246938 0.40874367 5.497 0.0001 0.69241909
Y2 1 -3.691243 0.76678494 -4.814 0.0001 -0.60463005
Y3 1 -2.242679 3.58809865 -0.625 0.5398 -0.07768869