[Debian-med-packaging] Bug#785210: ITP: r-bioc-multtest -- Bioconductor resampling-based multiple hypothesis testing

Andreas Tille tille at debian.org
Wed May 13 14:02:11 UTC 2015


Package: wnpp
Severity: wishlist
Owner: Andreas Tille <tille at debian.org>

* Package name    : r-bioc-multtest
  Version         : 2.24.0
  Upstream Author : Katherine S. Pollard
* URL             : http://bioconductor.org/packages/release/bioc/html/multtest.html
* License         : LGPL
  Programming Lang: R
  Description     : Bioconductor resampling-based multiple hypothesis testing
 Non-parametric bootstrap and permutation resampling-based multiple
 testing procedures (including empirical Bayes methods) for controlling
 the family-wise error rate (FWER), generalized family-wise error rate
 (gFWER), tail probability of the proportion of false positives (TPPFP),
 and false discovery rate (FDR). Several choices of bootstrap-based null
 distribution are implemented (centered, centered and scaled,
 quantile-transformed). Single-step and step-wise methods are available.
 Tests based on a variety of t- and F-statistics (including t-statistics
 based on regression parameters from linear and survival models as well
 as those based on correlation parameters) are included. When probing
 hypotheses with t-statistics, users may also select a potentially faster
 null distribution which is multivariate normal with mean zero and
 variance covariance matrix derived from the vector influence function.
 Results are reported in terms of adjusted p-values, confidence regions
 and test statistic cutoffs. The procedures are directly applicable to
 identifying differentially expressed genes in DNA microarray
 experiments.


Remark: This is another precondition for r-other-apmswapp and will be
maintained by the Debian Med team at

    svn://anonscm.debian.org/debian-med/trunk/packages/R/r-bioc-multtest/trunk/



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