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Causation, Prediction, and Search

Overview of attention for book
Cover of 'Causation, Prediction, and Search'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction and Advertisement
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    Chapter 2 Formal Preliminaries
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    Chapter 3 Causation and Prediction: Axioms and Explications
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    Chapter 4 Statistical Indistinguishability
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    Chapter 5 Discovery Algorithms for Causally Sufficient Structures
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    Chapter 6 Discovery Algorithms without Causal Sufficiency
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    Chapter 7 Prediction
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    Chapter 8 Regression, Causation and Prediction
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    Chapter 9 The Design of Empirical Studies
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    Chapter 10 The Structure of the Unobserved
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    Chapter 11 Elaborating Linear Theories with Unmeasured Variables
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    Chapter 12 Open Problems
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    Chapter 13 Proofs of Theorems
Attention for Chapter 5: Discovery Algorithms for Causally Sufficient Structures
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