GSelection: Genomic Selection

Genomic selection is a specialized form of marker assisted selection. The package contains functions to select important genetic markers and predict phenotype on the basis of fitted training data using integrated model framework (Guha Majumdar et. al. (2019) <doi:10.1089/cmb.2019.0223>) developed by combining one additive (sparse additive models by Ravikumar et. al. (2009) <doi:10.1111/j.1467-9868.2009.00718.x>) and one non-additive (hsic lasso by Yamada et. al. (2014) <doi:10.1162/NECO_a_00537>) model.

Version: 0.1.0
Depends: R (≥ 3.5)
Imports: SAM, penalized, gdata, stats, utils
Published: 2019-11-04
DOI: 10.32614/CRAN.package.GSelection
Author: Sayanti Guha Majumdar, Anil Rai, Dwijesh Chandra Mishra
Maintainer: Sayanti Guha Majumdar <sayanti23gm at>
License: GPL-3
NeedsCompilation: no
In views: Agriculture
CRAN checks: GSelection results


Reference manual: GSelection.pdf


Package source: GSelection_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): GSelection_0.1.0.tgz, r-oldrel (arm64): GSelection_0.1.0.tgz, r-release (x86_64): GSelection_0.1.0.tgz, r-oldrel (x86_64): GSelection_0.1.0.tgz

Reverse dependencies:

Reverse suggests: UBayFS


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