R-penalized-0.9.45-3-rosa2016.1.x86_64.rpm


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Description

R-penalized - L1 and L2 penalized estimation in GLMs and in the Cox model

Property Value
Distribution ROSA 2016.1
Repository ROSA Contrib x86_64
Package filename R-penalized-0.9.45-3-rosa2016.1.x86_64.rpm
Package name R-penalized
Package version 0.9.45
Package release 3-rosa2016.1
Package architecture x86_64
Package type rpm
Category Sciences/Mathematics
Homepage http://cran.r-project.org/web/packages/penalized/index.html
License GPL (>= 2)
Maintainer -
Download size 528.86 KB
Installed size 677.15 KB
A package for fitting possibly high dimensional penalized regression
models. The penalty structure can be any combination of an L1 penalty
(lasso and fused lasso), an L2 penalty (ridge) and a positivity constraint
on the regression coefficients. The supported regression models are
linear, logistic and poisson regression and the Cox Proportional Hazards
model. Cross-validation routines allow optimization of the tuning

Alternatives

Package Version Architecture Repository
R-penalized-0.9.45-3-rosa2016.1.i586.rpm 0.9.45 i586 ROSA Contrib
R-penalized - - -

Requires

Name Value
R-globaltest -
R-methods -
R-survival -

Provides

Name Value
R-penalized == 0.9.45-3:2016.1

Download

Type URL
Mirror mirror.rosalab.ru
Binary Package R-penalized-0.9.45-3-rosa2016.1.x86_64.rpm
Source Package R-penalized-0.9.45-3.src.rpm

Install Howto

  1. Enable ROSA Contrib repository on Install and Remove Software
  2. Update packages list:
    # urpmi.update -a
  3. Install R-penalized rpm package:
    # urpmi R-penalized

Files

Path
/usr/lib64/R/library/penalized/DESCRIPTION
/usr/lib64/R/library/penalized/INDEX
/usr/lib64/R/library/penalized/NAMESPACE
/usr/lib64/R/library/penalized/Meta/Rd.rds
/usr/lib64/R/library/penalized/Meta/data.rds
/usr/lib64/R/library/penalized/Meta/hsearch.rds
/usr/lib64/R/library/penalized/Meta/links.rds
/usr/lib64/R/library/penalized/Meta/nsInfo.rds
/usr/lib64/R/library/penalized/Meta/package.rds
/usr/lib64/R/library/penalized/Meta/vignette.rds
/usr/lib64/R/library/penalized/R/penalized
/usr/lib64/R/library/penalized/R/penalized.rdb
/usr/lib64/R/library/penalized/R/penalized.rdx
/usr/lib64/R/library/penalized/data/nki70.RData
/usr/lib64/R/library/penalized/doc/index.html
/usr/lib64/R/library/penalized/doc/penalized.R
/usr/lib64/R/library/penalized/doc/penalized.Rnw
/usr/lib64/R/library/penalized/doc/penalized.pdf
/usr/lib64/R/library/penalized/help/AnIndex
/usr/lib64/R/library/penalized/help/aliases.rds
/usr/lib64/R/library/penalized/help/paths.rds
/usr/lib64/R/library/penalized/help/penalized.rdb
/usr/lib64/R/library/penalized/help/penalized.rdx
/usr/lib64/R/library/penalized/html/00Index.html
/usr/lib64/R/library/penalized/html/R.css
/usr/lib64/R/library/penalized/html/breslow.html
/usr/lib64/R/library/penalized/html/contrasts.html
/usr/lib64/R/library/penalized/html/cvl.html
/usr/lib64/R/library/penalized/html/nki70.html
/usr/lib64/R/library/penalized/html/penalized.html
/usr/lib64/R/library/penalized/html/penfit.html
/usr/lib64/R/library/penalized/html/plotpath.html
/usr/lib64/R/library/penalized/html/predict.html

Changelog

2017-03-02 - Andrey Bondrov <andrey.bondrov@rosalab.ru> 0.9.45-3
- (daa43b1) MassBuild#1273: Increase release tag

See Also

Package Description
R-pixmap-0.4.11-3-rosa2016.1.noarch.rpm Bitmap Images (``Pixel Maps'')
R-pkgDepTools-1.28.0-4-rosa2016.1.x86_64.rpm Package Dependency Tools
R-pkgKitten-0.1.3-3-rosa2016.1.noarch.rpm Create Simple Packages Which Do not Upset R Package Checks
R-playwith-0.9.54-5-rosa2016.1.x86_64.rpm A GUI for interactive plots using GTK+
R-plm-1.4.0-4-rosa2016.1.x86_64.rpm Linear Models for Panel Data
R-plotmo-1.3.3-4-rosa2016.1.noarch.rpm Plot a model's response while varying the values of the predictors
R-plotrix-3.5.12-4-rosa2016.1.noarch.rpm Various plotting functions
R-pls-2.4.3-3-rosa2016.1.noarch.rpm Partial Least Squares and Principal Component regression
R-plyr-1.8.1-5-rosa2016.1.x86_64.rpm Tools for splitting, applying and combining data
R-pmml-1.4.2-4-rosa2016.1.noarch.rpm Generate PMML for various models
R-pmmlTransformations-1.2.2-5-rosa2016.1.noarch.rpm Transforms input data from a PMML perspective
R-png-0.1.7-5-rosa2016.1.x86_64.rpm Read and write PNG images
R-poLCA-1.4.1-4-rosa2016.1.x86_64.rpm Polytomous variable Latent Class Analysis
R-polspline-1.1.9-4-rosa2016.1.x86_64.rpm Polynomial spline routines
R-polyclip-1.5.6-1-rosa2016.1.x86_64.rpm Polygon Clipping
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