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Econometric Evaluation of Socio-Economic Programs Theory and Applications
Titre:
Econometric Evaluation of Socio-Economic Programs Theory and Applications
ISBN (Numéro international normalisé des livres):
9783662464052
Auteur personnel:
Edition:
1st ed. 2015.
PRODUCTION_INFO:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Description physique:
XIII, 308 p. 48 illus. online resource.
Collections:
Advanced Studies in Theoretical and Applied Econometrics, 49
Table des matières:
Preface -- 1 An Introduction to the Econometrics of Program Evaluation -- 2 Methods Based on Selection on Observables -- 3 Methods Based on Selection on Unobservables -- 4 Local Average Treatment Effect and Regression-Discontinuity-Design.
Extrait:
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.
Auteur collectif ajouté:
Langue:
Anglais