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) ) developed by combining one additive (sparse additive models by Ravikumar et. al. (2009) ) and one non-additive (hsic lasso by Yamada et. al. (2014) ) model.


Reference manual

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install.packages("GSelection")

0.1.0 by Sayanti Guha Majumdar, 7 years ago


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


Authors: Sayanti Guha Majumdar , Anil Rai , Dwijesh Chandra Mishra


Documentation:   PDF Manual  


GPL-3 license


Imports SAM, penalized, gdata, stats, utils


Suggested by UBayFS.


See at CRAN