Example 5 for PROC REG

/****************************************************************/
/*          S A S   S A M P L E   L I B R A R Y                 */
/*                                                              */
/*    NAME: regex5                                              */
/*   TITLE: Example 5 for PROC REG                              */
/*    DATA: Acetyl                                              */
/* PRODUCT: STAT                                                */
/*  SYSTEM: ALL                                                 */
/*    KEYS: Ridge regression                                    */
/*   PROCS: REG                                                 */
/*                                                              */
/* SUPPORT: Robert Cohen                                        */
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data acetyl;
   input x1-x4 @@;
   x1x2 = x1 * x2;
   x1x1 = x1 * x1;
   label x1  = 'reactor temperature(celsius)'
         x2  = 'h2 to n-heptone ratio'
         x3  = 'contact time(sec)'
         x4  = 'conversion percentage'
         x1x2= 'temperature-ratio interaction'
         x1x1= 'squared temperature';
   datalines;
1300  7.5 .012 49   1300  9   .012  50.2 1300 11 .0115 50.5
1300 13.5 .013 48.5 1300 17   .0135 47.5 1300 23 .012  44.5
1200  5.3 .04  28   1200  7.5 .038  31.5 1200 11 .032  34.5
1200 13.5 .026 35   1200 17   .034  38   1200 23 .041  38.5
1100  5.3 .084 15   1100  7.5 .098  17   1100 11 .092  20.5
1100 17   .086 29.5
;
ods graphics on;

proc reg data=acetyl outvif
         outest=b ridge=0 to 0.02 by .002;
   model x4=x1 x2 x3 x1x2 x1x1;
run;
proc print data=b;
run;
proc reg data=acetyl plots(only)=ridge(unpack VIFaxis=log)
         outest=b ridge=0 to 0.02 by .002;
   model x4=x1 x2 x3 x1x2 x1x1;
run;

ods graphics off;