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Econometric Evaluation of Socio-Economic Programs: Theory and Applications
Paperback
Series: Advanced Studies in Theoretical and Applied Econometrics, Book 49
Business GeneralEconomicsGeneral Political Science
ISBN13: 9783662659472
Publisher: Springer
Published: Nov 4 2023
Pages: 340
Weight: 1.11
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
This book provides advanced theoretical and applied tools for the implementation of modern micro-econometric techniques in evidence-based program evaluation for the social sciences. The author presents a comprehensive toolbox for designing rigorous and effective ex-post program evaluation using the statistical software package Stata. For each method, a statistical presentation is developed, followed by a practical estimation of the treatment effects. By using both real and simulated data, readers will become familiar with evaluation techniques, such as regression-adjustment, matching, difference-in-differences, instrumental-variables, regression-discontinuity-design, and synthetic control method, and are given practical guidelines for selecting and applying suitable methods for specific policy contexts.
The second revised and extended edition features two new chapters on some recent development of difference-in-differences. Specifically, chapter 5 introduces advanceddifference-in-differences methods when many times are available and treatment can be either time-varying or fixed at a specific time. Chapter 6 introduces the synthetic control method, a treatment effect estimation approach suitable when only one unit is treated. Both chapters present applications using the software Stata.
1 different editions
Also available
Econometric Evaluation of Socio-Economic Programs: Theory and Applications
Cerulli, Giovanni
Hardcover
Also from
Cerulli, Giovanni
Econometric Evaluation of Socio-Economic Programs: Theory and Applications
Cerulli, Giovanni
Hardcover
Econometric Evaluation of Socio-Economic Programs: Theory and Applications
Cerulli, Giovanni
Paperback
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