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Simulation based inference of lasso estimator. It provides several methods to sample lasso estimator: (a) Gaussian and wild multiplier bootstrap for lasso, group lasso, scaled lasso and scaled group lasso, (b) importance sampler for lasso, group lasso, scaled lasso and scaled group lasso, (c) Markov chain Monte Carlo sampler for lasso, (d) postselection inference for lasso. See Zhou, Q. and Min, S. (2017) <doi:10.1214/17EJS1309> for details.
Package details 


Author  Seunghyun Min [aut, cre] 
Maintainer  Seunghyun Min <seunghyun@ucla.edu> 
License  GPL (>= 2) 
Version  0.1.0 
Package repository  View on CRAN 
Installation 
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