Econometric Evaluation of Socio-Economic Programs

Theory and Applications

Business & Finance, Economics, Econometrics, Statistics
Cover of the book Econometric Evaluation of Socio-Economic Programs by Giovanni Cerulli, Springer Berlin Heidelberg
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Author: Giovanni Cerulli ISBN: 9783662464052
Publisher: Springer Berlin Heidelberg Publication: May 8, 2015
Imprint: Springer Language: English
Author: Giovanni Cerulli
ISBN: 9783662464052
Publisher: Springer Berlin Heidelberg
Publication: May 8, 2015
Imprint: Springer
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 and regression-discontinuity-design and are given practical guidelines for selecting and applying suitable methods for specific policy contexts.

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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 and regression-discontinuity-design and are given practical guidelines for selecting and applying suitable methods for specific policy contexts.

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