The selection project

This project contains software for selective inference, with emphasis on selective inference in regression.

Some key references:

A significance test for the lasso: http://arxiv.org/abs/1301.7161
Tests in adaptive regression via the Kac-Rice formula: http://arxiv.org/abs/1308.3020
Post-selection adaptive inference for Least Angle Regression and the Lasso: http://arxiv.org/abs/1401.3889
Exact post-selection inference with the lasso: http://arxiv.org/abs/1311.6238
Exact Post Model Selection Inference for Marginal Screening: http://arxiv.org/abs/1402.5596

Install

git submodule init # travis_tools and C-software
git submodule update
pip install -r requirements.txt
python setup.py install