Adaptive Mixed LASSO

This package implements the adaptive mixed lasso (AML) method proposed by Wang et al.(2011). AML applies adaptive lasso penalty to a large number of predictors, thus producing a sparse model, while accounting for the population structure in the linear mixed model framework. The package here is primarily designed for application to genome wide association studies or genomic prediction in plant breeding populations, though it could be applied to other settings of linear mixed models.


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install.packages("aml")

0.1-1 by Dong Wang, 5 years ago


http://www.r-project.org


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


Authors: Dong Wang


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on lars

Suggests MASS


See at CRAN