multtest
2.8.0Resampling-based multiple hypothesis testing
Overview
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.
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Documentation
- Examples that run
- 100%
- Documented parameters
- 87%
- Return-value docs
- 83%
- References docs
- 62%
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People & History
22 releases. Pick two to compare their code metrics. R releases are shown for context.
- RR 2.14.0 released · 2011-10-31
- 2.8.0archived2011-04-26 · diff ↗This package is now available from Bioconductor only, see <https://www.bioconductor.org/packages/release/bioc/html/multtest.html>
- 2.8.02011-04-14 · diff ↗
- RR 2.13.0 released · 2011-04-13
- 2.7.12011-02-01 · diff ↗
- 2.6.02010-10-18 · diff ↗
- RR 2.12.0 released · 2010-10-15
- 2.5.142010-07-29 · diff ↗
- 2.4.02010-04-22 · diff ↗
- RR 2.11.0 released · 2010-04-22
- 2.3.22010-03-10 · diff ↗
- 2.2.02009-11-12 · diff ↗
- RR 2.10.0 released · 2009-10-26
- 2.1.32009-10-13 · diff ↗
- 2.1.12009-06-11 · diff ↗
- 2.0.02009-04-21 · diff ↗
Show 21 earlier events
- RR 2.9.0 released · 2009-04-17
- 1.23.32009-02-13 · diff ↗
- RR 2.8.0 released · 2008-10-20
- 1.21.12008-08-15 · diff ↗
- RR 2.7.0 released · 2008-04-22
- RR 2.6.0 released · 2007-10-03
- 1.16.12007-07-16 · diff ↗
- 1.16.02007-07-02 · diff ↗
- RR 2.5.0 released · 2007-04-24
- 1.8.32007-01-06 · diff ↗
- RR 2.4.0 released · 2006-10-03
- 1.8.22006-09-22 · diff ↗
- RR 2.3.0 released · 2006-04-24
- 1.8.12006-04-04 · diff ↗
- 1.8.02005-11-01 · diff ↗
- RR 2.2.0 released · 2005-10-06
- 1.7.32005-07-06 · diff ↗
- 1.7.22005-07-04 · diff ↗
- 1.7.12005-07-01 · diff ↗
- 1.6.02005-05-30
- RR 2.1.0 released · 2005-04-18
Package metadata
- Total releases
- 22
- License
- LGPL
- Minimum R
- ≥ 2.9.0
- Bundled data
- 441 KB / 1 file
- Download size
- not tracked yet
- Installed size
- not tracked yet
- With dependencies
- not tracked yet
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