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Design of Observational Studies

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Cover of 'Design of Observational Studies'

Table of Contents

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    Book Overview
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    Chapter 1 Dilemmas and Craftsmanship
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    Chapter 2 Causal Inference in Randomized Experiments
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    Chapter 3 Two Simple Models for Observational Studies
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    Chapter 4 Competing Theories Structure Design
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    Chapter 5 Opportunities, Devices, and Instruments
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    Chapter 6 Transparency
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    Chapter 7 A Matched Observational Study
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    Chapter 8 Basic Tools of Multivariate Matching
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    Chapter 9 Various Practical Issues in Matching
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    Chapter 10 Fine Balance
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    Chapter 11 Matching Without Groups
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    Chapter 12 Risk-Set Matching
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    Chapter 13 Matching in R
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    Chapter 14 The Power of a Sensitivity Analysis and Its Limit
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    Chapter 15 Heterogeneity and Causality
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    Chapter 16 Uncommon but Dramatic Responses to Treatment
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    Chapter 17 Anticipated Patterns of Response
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    Chapter 18 After Matching, Before Analysis
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    Chapter 19 Planning the Analysis
Attention for Chapter 15: Heterogeneity and Causality
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