Search "Statistical Theory and Methods"

Dehmer, Matthias - Information Theory and Statistical Learning, ebook

Information Theory and Statistical Learning

Dehmer, Matthias


Information Divergence Geometry and the Application to Statistical Machine Learning
Shinto Eguchi
14. Model Selection and Information Criterion
Noboru Murata, Hyeyoung Park
15. Extreme Physical Information as a Principle of Universal Stability

Spagnolini, Umberto - Statistical Signal Processing in Engineering, ebook

Statistical Signal Processing in Engineering

Spagnolini, Umberto


A problem-solving approach to statistical signal processing for practicing engineers, technicians, and graduate students 
This book takes a pragmatic approach in solving a set of common problems engineers and technicians encounter when processing signals. In writing it, the author drew

Camps-Valls, Gustau - Digital Signal Processing with Kernel Methods, ebook

Digital Signal Processing with Kernel Methods

Camps-Valls, Gustau


A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, and biomedical engineering systems
Digital Signal Processing with Kernel Methods reviews the milestones in the mixing of classical

Schölkopf, Bernhard - Empirical Inference, ebook

Empirical Inference

Schölkopf, Bernhard


History of Statistical Learning Theory
1. In Hindsight: Doklady Akademii Nauk SSSR, 181(4), 1968
Léon Bottou
2. On the Uniform Convergence of the Frequencies of Occurrence of Events to Their Probabilities
Vladimir N. Vapnik, Alexey Ya. Chervonenkis

Tan, Teck Kiang - Doubly Classified Model with R, ebook

Doubly Classified Model with R

Tan, Teck Kiang


Table of contents
1. Introduction to R
Teck Kiang Tan
2. Basic Concepts
Teck Kiang Tan
3. Examining Symmetry of Doubly Classified Table
Teck Kiang Tan
4. Symmetry and Asymmetry Models
Teck Kiang Tan
5. Point Symmetry…

Berk, Richard - Criminal Justice Forecasts of Risk, ebook

Criminal Justice Forecasts of Risk

Berk, Richard


Table of contents
1. Getting Started
Richard Berk
2. Some Important Background Material
Richard Berk
3. A Conceptual Introduction to Classification and Forecasting
Richard Berk
4. A More Formal Treatment of Classification and…

Barnett, Lionel - An Introduction to Transfer Entropy, ebook

An Introduction to Transfer Entropy

Barnett, Lionel


Table of contents
1. Introduction
Terry Bossomaier, Lionel Barnett, Michael Harré, Joseph T. Lizier
2. Statistical Preliminaries
Terry Bossomaier, Lionel Barnett, Michael Harré, Joseph T. Lizier
3. Information Theory
Terry Bossomaier, Lionel Barnett, Michael Harré, Joseph T. Lizier
4. Transfer Entropy