**********************************************; *; * TOOL: PRINCIPAL COMPONENTS ANALYSIS; * TYPE: MODEL; * NODE: DMNEURAL; *; **********************************************; LENGTH _FORMAT $32 _NORMFMT $ %DMNORLEN; /*----- Impute missing values for SLG ---------*/ If SLG=. then SLG=0.43440567864593; /*----- Impute missing values for AVG ---------*/ If AVG=. then AVG=0.2688740955684; /*----- Impute missing values for OBP ---------*/ If OBP=. then OBP=0.33311012514627; /*----- Impute missing values for AB ---------*/ If AB=. then AB=397.849056603773; /*----- Impute missing values for R ---------*/ If R=. then R=57.6307277628032; /*----- Impute missing values for H ---------*/ If H=. then H=109.180592991913; /*----- Impute missing values for H2 ---------*/ If H2=. then H2=22.0431266846361; /*----- Impute missing values for H3 ---------*/ If H3=. then H3=2.24528301886792; /*----- Impute missing values for HR ---------*/ If HR=. then HR=13.8005390835579; /*----- Impute missing values for RBI ---------*/ If RBI=. then RBI=55.1967654986523; /*----- Impute missing values for BB ---------*/ If BB=. then BB=39.8867924528301; /*----- Impute missing values for SO ---------*/ If SO=. then SO=71.4636118598382; /*----- Impute missing values for SB ---------*/ If SB=. then SB=6.4743935309973; /****************************************/ * PRINCIPAL COMPONENT 1; /****************************************/ ; PRIN1= 0.2641333219*SLG+ 0.2347830339*AVG+ 0.2535368636*OBP+ 0.3223347791*AB+ 0.3466117094*R+ 0.3328458282*H+ 0.3159108605*H2+ 0.1207649531*H3+ 0.2951099573*HR+ 0.3306717049*RBI+ 0.2925258381*BB+ 0.2465754021*SO+ 0.1371697413*SB; /****************************************/ * PRINCIPAL COMPONENT 2; /****************************************/ ; PRIN2= -0.351050199*SLG+ -0.047327242*AVG+ -0.220350219*OBP+ 0.2233447191*AB+ 0.1125704861*R+ 0.1858694551*H+ 0.0364884141*H2+ 0.5312044262*H3+ -0.282531307*HR+ -0.147200011*RBI+ -0.124294943*BB+ 0.0038687375*SO+ 0.5730634422*SB; DROP _FORMAT _NORMFMT ;