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This package was removed from CRAN on 2011-04-26. Its history is shown below.
Reason: This package is now available from Bioconductor only, see <https://www.bioconductor.org/packages/release/bioc/html/multtest.html>
Details below reflect version 2.8.0, its last release before removal.

multtest

2.8.0Package record

Resampling-based multiple hypothesis testing

9packages dependsuggested by 3
–downloads / year
–test coverage
–flavors OK

Overview

About

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.

Install

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

Documentation

In release 2.8.0
READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION
Help pages
21 (8 internal)
Examples that run
83%15 run in a plain check · 3 hold no code
Exported functions with examples
89%
Documented parameters
87%
Return-value docs
83%
Help pages citing references
62%

Downloads

Daily download trend is not available in this view yet.
Also on8.3K r2u81.1K bioconda395 c2d4u

Dependencies

Declared dependencies
2 external dependencies (excludes base and recommended)
Depends (3)
R >= 2.9.0methodsBiobase
Imports (2)
survivalMASS
LinkingTo (0)
none
Suggests (1)
Enhances (0)
none
Reverse dependencies
9direct
–indirect (not tracked)
Depends 3 · Imports 6
Suggested by 3
Depends, Imports or LinkingTo, most downloaded first
Suggests, most downloaded first

Code & Tests

Datasets

People & History

People (5)
Contributor · added in 2.0.0
Contributor
Contributor · added in 1.16.0
Contributor

Maintainer since 1.6.0 (2005)

Releases (22)

Pick two releases to compare their code metrics.

  • R
    R 2.14.0 released · 2011-10-31
  • 2.8.0archived
    2011-04-26 · diff ↗
    This package is now available from Bioconductor only, see <https://www.bioconductor.org/packages/release/bioc/html/multtest.html>
  • 2.8.0
    record
    2011-04-14 · diff ↗
  • R
    R 2.13.0 released · 2011-04-13
  • 2.7.1
    record
    2011-02-01 · diff ↗
  • 2.6.0
    record
    2010-10-18 · diff ↗
  • R
    R 2.12.0 released · 2010-10-15
  • 2.5.14
    record
    2010-07-29 · diff ↗
  • 2.4.0
    record
    2010-04-22 · diff ↗
  • R
    R 2.11.0 released · 2010-04-22
  • 2.3.2
    record
    2010-03-10 · diff ↗
  • 2.2.0
    record
    2009-11-12 · diff ↗
  • R
    R 2.10.0 released · 2009-10-26
  • 2.1.3
    record
    2009-10-13 · diff ↗
  • 2.1.1
    record
    2009-06-11 · diff ↗
  • 2.0.0
    record
    2009-04-21 · diff ↗ ·
    added 18 exports
    EBMTP, center.only, quant.trans, corr.Tn, corr.null, IC.Cor.NA, IC.CorXW.NA, insert.NA, diffs.1.N, marg.samp, tQuantTrans, G.VS, ABH.h0, dens.est, Hsets, VScount, mtp2ebmtp, ebmtp2mtp
Show 21 earlier eventsHide 21 earlier events
  • R
    R 2.9.0 released · 2009-04-17
  • 1.23.3
    record
    2009-02-13 · diff ↗
  • R
    R 2.8.0 released · 2008-10-20
  • 1.21.1
    record
    2008-08-15 · diff ↗
  • R
    R 2.7.0 released · 2008-04-22
  • R
    R 2.6.0 released · 2007-10-03
  • 1.16.1
    record
    2007-07-16 · diff ↗
  • 1.16.0
    record
    2007-07-02 · diff ↗ ·
    added 33 exports
    MTP, as.list, mt.maxT, mt.minP, mt.plot, mt.rawp2adjp, mt.reject, mt.sample.label, mt.sample.rawp, mt.sample.teststat, mt.teststat, mt.teststat.num.denum, meanX, diffmeanX, FX, blockFX, twowayFX, lmX, lmY, coxY, get.Tn, boot.null, boot.resample, center.scale, fwer2gfwer, fwer2tppfp, fwer2fdr, get.index, ss.maxT, ss.minP and 3 more
  • R
    R 2.5.0 released · 2007-04-24
  • 1.8.3
    record
    2007-01-06 · diff ↗
  • R
    R 2.4.0 released · 2006-10-03
  • 1.8.2
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    2006-09-22 · diff ↗
  • R
    R 2.3.0 released · 2006-04-24
  • 1.8.1
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    2006-04-04 · diff ↗
  • 1.8.0
    record
    2005-11-01 · diff ↗
  • R
    R 2.2.0 released · 2005-10-06
  • 1.7.3
    record
    2005-07-06 · diff ↗
  • 1.7.2
    record
    2005-07-04 · diff ↗
  • 1.7.1
    record
    2005-07-01 · diff ↗
  • 1.6.0
    record
    2005-05-30
  • R
    R 2.1.0 released · 2005-04-18

Package metadata

First published
2005-05-30
Total releases
22 / 21 yrs
License
LGPL
Minimum R
≥ 2.9.0
Bundled data
441 KB / 1 file

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("multtest")
Pollard, K. S., Gilbert, H. N., Ge, Y., Taylor, S., & Dudoit, S. (n.d.). multtest: Resampling-based multiple hypothesis testing (Version 2.8.0) [Computer software]. Retrieved October 23, 2026, from https://CRAN.R-project.org/package=multtest

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for multtest version 2.8.0 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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