Related Books

Learning Bayesian Networks
Language: en
Pages: 704
Authors: Richard E. Neapolitan
Categories: Computers
Type: BOOK - Published: 2004 - Publisher: Prentice Hall

DOWNLOAD EBOOK

In this first edition book, methods are discussed for doing inference in Bayesian networks and inference diagrams. Hundreds of examples and problems allow reade
Bayesian Networks
Language: en
Pages: 275
Authors: Marco Scutari
Categories: Computers
Type: BOOK - Published: 2021-07-28 - Publisher: CRC Press

DOWNLOAD EBOOK

Explains the material step-by-step starting from meaningful examples Steps detailed with R code in the spirit of reproducible research Real world data analyses
Learning from Data
Language: en
Pages: 468
Authors: Doug Fisher
Categories: Computers
Type: BOOK - Published: 1996-05-02 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This volume contains a revised collection of papers originally presented at the Fifth International Workshop on Artificial Intelligence and Statistics in 1995.
Bayesian Networks in Educational Assessment
Language: en
Pages: 678
Authors: Russell G. Almond
Categories: Social Science
Type: BOOK - Published: 2015-03-10 - Publisher: Springer

DOWNLOAD EBOOK

Bayesian inference networks, a synthesis of statistics and expert systems, have advanced reasoning under uncertainty in medicine, business, and social sciences.
Modeling and Reasoning with Bayesian Networks
Language: en
Pages: 561
Authors: Adnan Darwiche
Categories: Computers
Type: BOOK - Published: 2009-04-06 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This book provides a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of tec