Re: [R] efficient test for missing values (NAs)
A small test indicates that the following may be the fastest method (although all are pretty fast) has.na <- !all(complete.cases(x)) Thanks Jim and Phil for your suggestions. /Ali On Wed, Oct 20, 2010 at 19:03, Jim Holtman wrote: > ?complete.cases > > Sent from my iPhone > > On Oct 20, 2010, at 18:53, Ali Tofigh wrote: > >> What is the best way to detect whether or not a (potentially large) >> matrix contains missing values (NAs) or not? I use >> >> if (sum(is.na(x)) > 0) {...} >> >> are there more efficient ways? >> >> /Ali >> >> __ >> R-help@r-project.org mailing list >> https://stat.ethz.ch/mailman/listinfo/r-help >> PLEASE do read the posting guide >> http://www.R-project.org/posting-guide.html >> and provide commented, minimal, self-contained, reproducible code. > __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] efficient test for missing values (NAs)
?complete.cases Sent from my iPhone On Oct 20, 2010, at 18:53, Ali Tofigh wrote: What is the best way to detect whether or not a (potentially large) matrix contains missing values (NAs) or not? I use if (sum(is.na(x)) > 0) {...} are there more efficient ways? /Ali __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] efficient test for missing values (NAs)
Ali - If all you care about is if there are any missing values (not how many or where they are), I think it would be a bit faster to use if(any(is.na(x))){...} - Phil Spector Statistical Computing Facility Department of Statistics UC Berkeley spec...@stat.berkeley.edu On Wed, 20 Oct 2010, Ali Tofigh wrote: What is the best way to detect whether or not a (potentially large) matrix contains missing values (NAs) or not? I use if (sum(is.na(x)) > 0) {...} are there more efficient ways? /Ali __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.