Statistical Signal Processing

Here you can find lists of great Statistical Signal Processing books are or have been used to teach courses at Stanford.





Theory of Point Estimation

By: Erich L. Lehmann, George Casella

1998

Statistical Decision Functions

By: Abraham Wald

1971

Introduction to Nonparametric Estimation

By: Alexandre B. Tsybakov

2008

Statistical Decision Theory and Bayesian Analysis

By: James O. O. Berger

2010

Statistical Learning Theory

By: Vladimir N. Vapnik

1998

A Distribution-Free Theory of Nonparametric Regression

By: László Györfi, Michael Kohler, Adam Krzyzak

2010

Statistical Learning Theory

By: Vladimir N. Vapnik

1998

Statistical Learning Theory and Stochastic Optimization: Ecole d'Eté de Probabilités de Saint-Flour XXXI- 2001

By: Olivier Catoni, Jean Picard

2004