Screeplot in puma package
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Paul Geeleher ★ 1.3k
@paul-geeleher-2679
Last seen 10.3 years ago
Hi, I'm wondering, as the subject suggests, if its possible to do a screeplot in puma, with the output of the pumaPCA function? Thanks! -Paul.
puma puma • 985 views
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@richard-pearson-1304
Last seen 10.3 years ago
Hi Paul You can create one using code as in the following example: library(pumadata) data(pumapca_estrogen) screePlotPoints <- apply(pumapca_estrogen at model@W, 2, function(x) sqrt(sum(x^2))) plot(screePlotPoints) In this example you'll see the first two components cover nearly all of the variation (as you would expect when looking at Figure 1 in the vignette). I'll include a proper screeplot function in a forthcoming release of puma. Hope that helps! Richard. Paul Geeleher wrote: > Hi, > > I'm wondering, as the subject suggests, if its possible to do a > screeplot in puma, with the output of the pumaPCA function? > > Thanks! > > -Paul. > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor > -- Richard D. Pearson richard.pearson at postgrad.manchester.ac.uk School of Computer Science, http://www.cs.man.ac.uk/~pearsonr University of Manchester, Tel: +44 161 275 6178 Oxford Road, Mob: +44 7971 221181 Manchester M13 9PL, UK. Fax: +44 161 275 6204
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