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Econometric Evaluation of Socio-Economic Programs


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Author:
Giovanni Cerulli
Publisher: Springer
Copyright: 2015
ISBN-13: 978-3-662-46404-5
Pages: 308; hardcover
Price: $98.50
Author:
Giovanni Cerulli
Publisher: Springer
Copyright: 2015
ISBN-13:
Pages: 308; eBook
Price: $0.00

Comment from the Stata technical group

Econometric Evaluation of Socio-Economic Programs by Giovanni Cerulli provides an excellent introduction to estimating average treatment effects from observational data. This book provides thorough introductions to the models and estimators implemented in teffects, etregress, and etpoisson and provides many examples using these commands and some similar commands written by the author.

After presenting an overview of the topic, the book delves into methods based on conditional independence. Next, it considers methods that drop conditional independence, thereby allowing for endogenous treatment effects. Finally, the book covers more advanced topics, including local average treatment effects and regression-discontinuity designs.

The author provides a nice mix of intuition, mathematics, and Stata examples. Professors, graduate students, and researchers will find this book useful in the classroom and for self-study in preparation for research projects.

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