search for: ytestsampls

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2000 Sep 11
0
SAMPLS R implementation : pbm with algorithm application
...gTs/tgTtg)t*g t*h=s* th=s th2=tTt betah=(tTyh)/th2 update yh+1=yh-betahth buid up prediction y*h+1=y*h+betaht*h end of cycle ----------------------------------- R-code ##xe and ye are the explanatories and responses matrices, xtest and ytestsampls the variables for 1 sample x2<-scale(xe,scale=FALSE) y2<-scale(ye,scale=FALSE) lv<-1 xtest<-as.matrix(x2[1,]) t<-matrix(0,nrow(ye),1) c<-xe%*%t(xe) yh<-y2 ytestsampls<-0 ctest<-xe%*%xtest for (h in 1:lv) { s<-c%*%yh s<-scale(s,scale=FALSE) stest<-t(ctest)%*...