Genomic Selection using Single Trait

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.


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install.packages("STGS")

0.1.0 by Neeraj Budhlakoti, 2 years ago


Browse source code at https://github.com/cran/STGS


Authors: Neeraj Budhlakoti , D C Mishra , Anil Rai , K K Chaturvedi


Documentation:   PDF Manual  


GPL-3 license


Imports glmnet, brnn, kernlab, randomForest, rrBLUP


See at CRAN