9781412953566

Propensity Score Matching provides readers with a systematic review of the origins, history, and statistical foundations of PSM and illustrates how to use PSM methods for solving evaluation problems. With a strong focus on practical applications, the authors explore various types of data and evaluation problems, strategies for using the methods, and the limitations of PSM. Unlike the existing textbooks on program evaluation, Guo and Fraser's Propensity Score Matching delves into statistical concepts, formulas, and models underlying the application of PSM.

Introduction
Counterfactual Framework and Assumptions
Conventional Methods for Data Balancing
Sample Selection and Related Methods
Propensity Score Matching and Related Methods
Matching Estimators
Propensity Score Analysis with Nonparametric Regression
Selection Bias and Sensitivity Analysis
Concluding Remarks
References
Index
Table of Contents provided by Ingram. All Rights Reserved.

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Propensity Score Analysis : Statistical Methods and Applications

Propensity Score Analysis : Statistical Methods and Applications

1412953561

Summary

Table of Contents

Supplemental Materials