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2012 Feb 27
3
Principal Components for matrices with NA
Hello, I have a matrix with 267 columns, all rows of which have at least one column missing (NA). All three methods i've tried (pcs, princomp, and prcomp) fail with either "Error in svd(zsmall) : infinite or missing values in 'x'" (latter two) or "Error in cov.wt(z) : 'x' must contain finite values only" The last one happens because of the check if (!all(is.finite(x))) in cov.wt Q: is there a way to do princomp or another method where every row has at...