someKFWER-package {someKfwer} | R Documentation |
This library collects some procedures controlling the Generalized Familywise Error Rate: Lehmann and Romano (2005), Guo and Romano (2007) (single step and stepdown), Finos and Farcomeni (2009).
Package: | kfwe |
Type: | Package |
Version: | 1.0 |
Date: | 2009-10-30 |
License: | GPL (>= 2) |
LazyLoad: | yes |
L. Finos and A. Farcomeni
Maintainer: <livio@stat.unipd.it>
L. Finos and A. Farcomeni (2009) k-FWER control without multiplicity correction, with application to detection of genetic determinants of multiple sclerosis in Italian twins. University of Padua, Dept Statistical Science. Working Paper #7
set.seed(13) y=matrix(rnorm(3000),3,1000)+2 #create toy data p=apply(y,2,function(y) t.test(y)$p.value) #compute p-values M2=apply(y^2,2,mean) #compute ordering criterion kord=kfweOrd(p,k=5,ord=M2) #ordinal procedure klr=kfweLR(p,k=5) #Lehaman and Romano kgr=kfweGR(p,k=5) #Guo and Romano