CRAN/E | GSelection

GSelection

Genomic Selection

Installation

About

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.

Key Metrics

Version 0.1.0
R ≥ 3.5
Published 2019-11-04 1724 days ago
Needs compilation? no
License GPL-3
CRAN checks GSelection results

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Maintainer

Maintainer

Sayanti Guha Majumdar

Authors

Sayanti Guha Majumdar
Anil Rai
Dwijesh Chandra Mishra

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5

Imports

SAM
penalized
gdata
stats
utils