Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation

Toshiaki Tsukurimichi, Yu Inatsu, Vo Nguyen Le Duy +1

In practical data analysis under noisy environment, it is common to first use robust methods to identify outliers, and then to conduct further analysis after removing the outliers.…