图书简介

Series Editor’s Introduction \\ About the Authors \\ Acknowledgments \\ 1. Basic Concepts of Propensity Score Methods \\ 1.1 Causal Inference \\ 1.2 Propensity Scores \\ 1.3 Assumptions \\ 1.4 Summary of the Chapter \\ 2. Covariate Selection and Propensity Score Estimation \\ 2.1 Covariate Selection \\ 2.2 Propensity Score Estimation \\ 2.3 Summary of the Chapter \\ 2.4 An Example \\ 3. Propensity Score Adjustment Methods \\ 3.1 Propensity Score Matching \\ 3.2 Other Propensity Score Adjustment Methods \\ 3.3 Summary of the Chapter \\ 3.4 An Example \\ 4. Covariate Evaluation and Causal Effect Estimation \\ 4.1 Evaluating the Balance of Covariate Distributions \\ 4.2 Causal Effect Estimation \\ 4.3 Sensitivity Analysis \\ 4.4 Summary of the Chapter \\ 4.5 An Example \\ 5. Conclusion \\ 5.1 Limitations of the Propensity Score Methods and How to Address Them \\ 5.2 Summary of Propensity Score Procedures \\ 5.3 Final Comments \\ References \\ Index

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