parametric-si

This package implements a more powerful and general conditional selective inference(SI) with linear regression.

Key references are the following papers:

• Parametric Programming Approach for More Powerful and General Lasso Selective Inference
• More Powerful and General Selective Inference for Stepwise Feature Selection using the Homotopy Continuation Approach

Requirements

This package requires the following packages:

• numpy
• scipy
• sklearn
• portion

Installing parametric-si

Use pip to install parametric_si package. Required packages will be also installed automatically.

$ pip install parametric-si

API Reference

Detailed API reference is available here