CRAN/E | STGS

STGS

Genomic Selection using Single Trait

Installation

About

Genomic Selection (GS) is a latest development in animal and plant breeding where whole genome markers information is used to predict genetic merit of an individuals in a practical breeding programme. GS is one of the promising tool for improving genetic gain in animal and plants in today’s scenario. This package is basically developed for genomic predictions by estimating marker effects. These marker effects further used for calculation of genotypic merit of individual i.e. genome estimated breeding values (GEBVs). Genomic selection may be based on single trait or multi traits information. This package performs genomic selection only for single traits hence named as STGS i.e. single trait genomic selection. STGS is a comprehensive package which gives single step solution for genomic selection based on most commonly used statistical methods.

Key Metrics

Version 0.1.0
R ≥ 3.6
Published 2019-10-24 1501 days ago
Needs compilation? no
License GPL-3
CRAN checks STGS results

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Maintainer

Maintainer

Neeraj Budhlakoti

neeraj35669@gmail.com

Authors

Neeraj Budhlakoti
D C Mishra
Anil Rai
K K Chaturvedi

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 ≥ 3.6

Imports

glmnet
brnn
kernlab
randomForest
rrBLUP