[R] What an element in loading is missing? (princomp)
Peng Yu
pengyu.ut at gmail.com
Mon Oct 19 05:52:20 CEST 2009
Please see below that [3,1] of loadings is not printed. I am wondering
what the problem is?
> set.seed(0)
> m=10
> n=4
> X=replicate(n,rnorm(m))
> pca_result=princomp(X)
> svd_result=svd(apply(X,2,function(x){x-mean(x)}))
> pca_result$loadings
Loadings:
Comp.1 Comp.2 Comp.3 Comp.4
[1,] 0.867 0.306 -0.281 -0.275
[2,] -0.215 0.532 -0.614 0.541
[3,] -0.682 -0.713 -0.155
[4,] -0.448 0.397 -0.186 -0.780
Comp.1 Comp.2 Comp.3 Comp.4
SS loadings 1.00 1.00 1.00 1.00
Proportion Var 0.25 0.25 0.25 0.25
Cumulative Var 0.25 0.50 0.75 1.00
> svd_result$v
[,1] [,2] [,3] [,4]
[1,] -0.86704537 -0.3060826 0.2810007 -0.2749261
[2,] 0.21540928 -0.5321956 0.6144209 0.5411595
[3,] 0.03936291 0.6823365 0.7134127 -0.1546279
[4,] 0.44752846 -0.3968605 0.1859243 -0.7795205
>
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