Efficient Nonparametric Conformal Prediction Regions

Jing Lei, James Robins, Larry Wasserman

We investigate and extend the conformal prediction method due to Vovk,Gammerman and Shafer (2005) to construct nonparametric prediction regions. These regions have guaranteed distr…