Plug-in Estimators for Conditional Expectations and Probabilities

Steffen Grünewälder

Abstract: We study plug-in estimators of conditional expectations and probabilities, and we provide a systematic analysis of their rates of convergence. The plug-in approach is particularly useful in this se...