Example 1 for PROC REG
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: regex1 */
/* TITLE: Example 1 for PROC REG */
/* DESC: Statistics and Salaries of Major League */
/* Baseball (MLB) Players in 1986 */
/* REF: Collier Books, 1987, The 1987 Baseball Encyclopedia */
/* Update, Macmillan Publishing Company, New York. */
/* */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: ODS Graphics, Influence Diagnostics */
/* PROCS: REG */
/* */
/* SUPPORT: Robert Cohen */
/****************************************************************/
proc contents varnum data=sashelp.baseball;
ods select position;
run;
ods graphics on;
proc reg data=sashelp.baseball;
id name team league;
model logSalary = nhits nruns nrbi nbb yrmajor crhits;
run;
proc reg data=sashelp.baseball
plots(only label)=(RStudentByLeverage CooksD);
id name team league;
model logSalary = nhits nruns nrbi nbb yrmajor crhits;
run;
proc reg data=sashelp.baseball
plots=(RStudentByLeverage(label) residuals(smooth));
where name^="Rose, Pete";
id name team league;
model logSalary = nhits nruns nrbi nbb yrmajor crhits;
run;
data baseball;
set sashelp.baseball(where=(name^="Rose, Pete"));
YrMajor2 = yrmajor*yrmajor;
CrHits2 = crhits*crhits;
run;
proc reg data=baseball
plots=(diagnostics(stats=none) RStudentByLeverage(label)
CooksD(label) Residuals(smooth)
DFFITS(label) DFBETAS ObservedByPredicted(label));
id name team league;
model logSalary = nhits nruns nrbi nbb yrmajor crhits
yrmajor2 crhits2;
run;
ods graphics off;