Genomic Selection
Genomic Feature Selection
Genomic Prediction
tools:::Rd_package_title("GSelection")
Error Variance Estimation in Genomic Prediction
Error Variance Estimation in Genomic Prediction
Redundancy Rate
Error Variance Estimation in Genomic Prediction
Error Variance Estimation in Genomic Prediction
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.