Books by Luc Devroye
Lectures on the Nearest Neighbor Method
Recent Developments in Applied Probability and Statistics
Combinatorial methods in density estimation
Recent Developments in Applied Probability and Statistics: Dedicated to the Memory of Jürgen Lehn
A probabilistic theory of pattern recognition
A course in density estimation
Lecture notes on bucket algorithms
Non-uniform random variate generation
Nonparametric density estimation