Details Example for PROC RSREG
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: RSRGS */
/* TITLE: Details Example for PROC RSREG */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: response surface regression */
/* PROCS: RSREG */
/* DATA: */
/* */
/* SUPPORT: Bob Derr */
/* REF: SAS/STAT User's Guide, PROC RSREG chapter */
/* MISC: */
/* */
/****************************************************************/
/*----------------------------------------------------------------
Searching for Multiple Response Conditions
----------------------------------------------------------------*/
data a;
input x1 x2 y1 y2 y3;
datalines;
-1 -1 1.8 1.940 3.6398
-1 1 2.6 1.843 4.9123
1 -1 5.4 1.063 6.0128
1 1 0.7 1.639 2.3629
0 0 8.5 0.134 9.0910
0 0 3.0 0.545 3.7349
0 0 9.8 0.453 10.4412
0 0 4.1 1.117 5.0042
0 0 4.8 1.690 6.6245
0 0 5.9 1.165 6.9420
0 0 7.3 1.013 8.7442
0 0 9.3 1.179 10.2762
1.4142 0 3.9 0.945 5.0245
-1.4142 0 1.7 0.333 2.4041
0 1.4142 3.0 1.869 5.2695
0 -1.4142 5.7 0.099 5.4346
;
data b;
set a end=eof;
output;
if eof then do;
y1=.;
y2=.;
y3=.;
do x1=-2 to 2 by .1;
do x2=-2 to 2 by .1;
output;
end;
end;
end;
run;
proc rsreg data=b out=c;
model y1 y2 y3=x1 x2 / predict;
run;
data d;
set c;
if y2<2;
if y3<y2+y1;
proc sort data=d;
by descending y1;
run;
data d; set d;
if (_n_ <= 5);
proc print;
run;
ods graphics on;
proc rsreg data=a plots=surface(overlaypairs);
model y1 y2=x1 x2;
run;
ods graphics off;
