Displaying 2 results from an estimated 2 matches for "vr3stat".
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2006 May 25
1
PC rotation question
On p. 48 of "Statistics Complements" to the 3rd MASS edition,
http://www.stats.ox.ac.uk/pub/MASS3/VR3stat.pdf
I read that the orthogonal rotations of Z Lambda^-1 remain
uncorrelated, where Z is the PC and Lambda is the diag matrix of
singular values.
However, the example below that text is
> A <- loadings(ir.pca) %*% diag(ir.pca$sdev)
If ir.pca$sdev are the singular values, should that be...
2004 Feb 17
1
Comparison of % variance explained by each PC before AND after rotation
Hello again-
Thanks to Prof. Ripley for responding to my previous question.
I would like to clarify my question using sample code. I will use some
sample code taken from ?prcomp
Again, I would like to compare the % variance explained by each PC
before and after rotation.
< code follows >
data(USArrests)
pca = prcomp(USArrests, scale = TRUE)
# proportion variance explained by each