Model Consistent Lasso Estimation Through the Bootstrap

Implements the bolasso algorithm for consistent variable selection and estimation accuracy. Includes support for many parallel backends via the future package. For details see: Bach (2008), 'Bolasso: model consistent Lasso estimation through the bootstrap', .


Reference manual

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0.1.0 by Daniel Molitor, 15 days ago

Browse source code at

Authors: Daniel Molitor [aut, cre]

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports future.apply, gamlr, ggplot2, glmnet, progressr, Rdpack, stats, tibble

Depends on Matrix

Suggests testthat, mlbench, covr

See at CRAN