Hi Thomas, Thanks very much for your reply. I used svd and it worked perfectly for my purposes! Thanks again, Julia -- View this message in context: http://r.789695.n4.nabble.com/Data-reconstruction-following-PCA-using-Eigen-function-tp2226535p2229191.html Sent from the R help mailing list archive at Nabble.com.