Tree-Values: selective inference for regression trees

Anna C. Neufeld, Lucy L. Gao, Daniela M. Witten

We consider conducting inference on the output of the Classification and Regression Tree (CART) [Breiman et al., 1984] algorithm. A naive approach to inference that does not accoun…