Statistical Inference Based on Kernel Distribution Function Estimators

This book presents a study of statistical inferences based on the kernel-type estimators of distribution functions. If the appropriate kernel function is used, the kernel estimators of the distribution functions recover the root-n consistency, and the inferences based on kernel distribution estimators have root-n consistency.