Andreas Cederfeldt
2008-Jun-25 10:32 UTC
[R] weighted inverse chi-square method for combining p-values
Hi, This is more of a general question than a pure R one, but I hope that is OK. I want to combine one-tailed independent p-values using the weighted version of fisher's inverse chi-square method. The unweighted version is pretty straightforward to implement. If x is a vector with p-values, then I guess that this will do for the unweighted version: statistic <- -2*sum(log(x)) comb.p <- 1-pchisq(statistic,2*length(x)) Has anyone written some R code for the weighted version? Regards, Anders Cederfeldt [[alternative HTML version deleted]]
Patrick Burns
2008-Jun-25 10:53 UTC
[R] weighted inverse chi-square method for combining p-values
Are you sure you want to use Fisher's method? http://www.burns-stat.com/pages/Working/perfmeasrandport.pdf page 13 shows an example where Fisher's method is not attractive, but Stouffer's method gives reasonable results. Weighting in Stouffer's method is straightforward. Patrick Burns patrick at burns-stat.com +44 (0)20 8525 0696 http://www.burns-stat.com (home of S Poetry and "A Guide for the Unwilling S User") Andreas Cederfeldt wrote:> Hi, > > This is more of a general question than a pure R one, but I hope that is OK. > I want to combine one-tailed independent p-values using the weighted version > of fisher's inverse chi-square method. The unweighted version is pretty > straightforward to implement. If x is a vector with p-values, then I guess > that this will do for the unweighted version: > > statistic <- -2*sum(log(x)) > comb.p <- 1-pchisq(statistic,2*length(x)) > > Has anyone written some R code for the weighted version? > > Regards, > Anders Cederfeldt > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at 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. > > >