Kazuya Sugiyama

More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method

Conditional selective inference (SI) has been actively studied as a new statistical inference framework for data-driven hypotheses. The basic idea of conditional SI is to make inferences conditional on the selection event characterized by a set of linear and/or quadratic inequalities. Conditional SI…