Documentation Example 4 for PROC FACTOR
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: FACEX4 */
/* TITLE: Documentation Example 4 for PROC FACTOR */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: factor analysis */
/* PROCS: FACTOR */
/* DATA: */
/* */
/* SUPPORT: yiyung UPDATE: August 23, 2007 */
/* REF: PROC FACTOR, Example 4 */
/* MISC: */
/****************************************************************/
data SocioEconomics;
input Population School Employment Services HouseValue;
datalines;
5700 12.8 2500 270 25000
1000 10.9 600 10 10000
3400 8.8 1000 10 9000
3800 13.6 1700 140 25000
4000 12.8 1600 140 25000
8200 8.3 2600 60 12000
1200 11.4 400 10 16000
9100 11.5 3300 60 14000
9900 12.5 3400 180 18000
9600 13.7 3600 390 25000
9600 9.6 3300 80 12000
9400 11.4 4000 100 13000
;
title3 'Maximum Likelihood Factor Analysis with One Factor';
proc factor data=SocioEconomics method=ml heywood n=1;
run;
title3 'Maximum Likelihood Factor Analysis with Two Factors';
proc factor data=SocioEconomics method=ml heywood n=2;
run;
title3 'Maximum Likelihood Factor Analysis with Three Factors';
proc factor data=SocioEconomics method=ml heywood n=3;
run;