rope: Model Selection with FDR Control of Selected Variables

Selects one model with variable selection FDR controlled at a specified level. A q-value for each potential variable is also returned. The input, variable selection counts over many bootstraps for several levels of penalization, is modeled as coming from a beta-binomial mixture distribution.

Version: 1.0
Depends: R (≥ 3.1.0)
Suggests: Matrix, parallel, knitr, rmarkdown
Published: 2017-02-16
Author: Jonatan Kallus [aut, cre]
Maintainer: Jonatan Kallus <kallus at chalmers.se>
License: GPL-3
NeedsCompilation: no
CRAN checks: rope results

Downloads:

Reference manual: rope.pdf
Vignettes: A Brief Introduction to ROPE
Package source: rope_1.0.tar.gz
Windows binaries: r-devel: rope_1.0.zip, r-release: rope_1.0.zip, r-oldrel: rope_1.0.zip
OS X El Capitan binaries: r-release: rope_1.0.tgz
OS X Mavericks binaries: r-oldrel: rope_1.0.tgz

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