Optimal Design with Fixed Covariates
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: OPTEX9 */
/* TITLE: Optimal Design with Fixed Covariates */
/* PRODUCT: QC */
/* SYSTEM: ALL */
/* KEYS: Optimal Designs, */
/* PROCS: OPTEX */
/* DATA: */
/* */
/* REF: SAS/QC Software: Usage and Reference, Version 6, */
/* First Edition, Volume 1 and Volume 2 */
/* */
/* Harville, D. (1974). "Nearly Optimal Allocation */
/* of Experimental Units Using Observed Covariate */
/* Values," Technometrics 16, 589-599. */
/* MISC: */
/* */
/****************************************************************/
options ps=60;
data cov; input u @@; cards;
.46 .54 .58 .60 .73 .77 .82 .84 .89 .95
;
data tmt;
do t = 1 to 5;
output;
end;
proc optex data=tmt seed=17364 coding=orthcan;
class t;
model t;
blocks design=cov;
model u u*u;
output out=tmtu;
run;
proc print data=tmtu;
run;
data har; input t @@; cards;
1 2 3 4 5 1 2 3 4 5
;
data t; do t = 1 to 5; output; end;
proc optex data=t seed=28365 coding=orthcan;
class t;
model t;
generate initdesign=har
method=sequential;
blocks design=cov init=chain iter=0;
model u u*u;
run;