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2011 Apr 18
2
Working with massive matrices in R
...as follows: ###---------Begin Script here-------### library(Matrix) snps <- 527829 ## Number of SNPs N <- 3200 ## Sample size y <- rnorm(N, 100,1) ## simulated phenotype system.time( ## read in matrix 3200 x 527829 x <- scan("gedi7.raw", what=rep(0,snps), nmax=N*snps, skip=1)) system.time(x <- matrix(x,nrow=N,ncol=snps, byrow=TRUE)) print(object.size(x), units="Mb") ###--------End Script----------------#### The scan function finishes without a problem. "x" is in double precision floating point fo...