Hello, is there any documentation on doing principal components analysis with R besides the R manual itself which is not very informative
yes, see the reference cited on the princomp() - help page:
Venables, W. N. and B. D. Ripley (2002). Modern Applied Statistics with S, Springer-Verlag.
http://www.stats.ox.ac.uk/pub/MASS4/
Thomas
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