Project details for r-cran-bigRR

Logo r-cran-bigRR 1.3-10

by r-cran-robot - August 23, 2014, 00:00:00 CET [ Project Homepage BibTeX Download ]

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Generalized Ridge Regression (with special advantage for p >> n cases): The package fits large-scale (generalized) ridge regression for various distributions of response. The shrinkage parameters (lambdas) can be pre-specified or estimated using an internal update routine (fitting a heteroscedastic effects model, or HEM). It gives possibility to shrink any subset of parameters in the model. It has special computational advantage for the cases when the number of shrinkage parameters exceeds the number of observations. For example, the package is very useful for fitting large-scale omics data, such as high-throughput genotype data (genomics), gene expression data (transcriptomics), metabolomics data, etc.

Changes to previous version:

Fetched by r-cran-robot on 2018-05-01 00:00:05.929954

BibTeX Entry: Download
Supported Operating Systems: Agnostic
Tags: R-Cran
Archive: download here

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Fetched by r-cran-robot on 2018-05-01 00:00:05.929954

January 1, 2015, 00:00:04

Fetched by r-cran-robot on 2014-08-01 00:00:03.836970

September 1, 2013, 00:00:04

Fetched by r-cran-robot on 2013-08-01 00:00:03.721009

June 1, 2013, 00:00:04


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