On Probabilistic Conditional Independence Structures

Authors:

ISBN: 978-1-85233-891-6 (Print) 978-1-84628-083-2 (Online)

Table of contents (9 chapters)

  1. No Access

    Book Chapter

    Pages 1-8

    Introduction

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    Book Chapter

    Pages 9-41

    Basic Concepts

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    Book Chapter

    Pages 43-64

    Graphical Methods

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    Book Chapter

    Pages 65-86

    Structural Imsets: Fundamentals

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    Book Chapter

    Pages 87-109

    Description of Probabilistic Models

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    Book Chapter

    Pages 111-129

    Equivalence and Implication

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    Book Chapter

    Pages 131-154

    The Problem of Representative Choice

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    Book Chapter

    Pages 155-188

    Learning

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    Book Chapter

    Pages 189-214

    Open Problems