palasso

Sparse Regression with Paired Covariates

CRAN Package

Implements sparse regression with paired covariates (doi:10.1007/s11634-019-00375-6). The paired lasso is designed for settings where each covariate in one set forms a pair with a covariate in the other set (one-to-one correspondence). For the optional correlation shrinkage, install ashr (https://github.com/stephens999/ashr) and CorShrink (https://github.com/kkdey/CorShrink) from GitHub (see README).


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