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Econometric Evaluation of Socio-Economic Programs: Theory and Applications
Cerulli, Giovanni
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.
- ISBN: 978-3-6625-2601-9
- Editorial: Springer
- Encuadernacion: Rústica
- Páginas: 308
- Fecha Publicación: 29/10/2016
- Nº Volúmenes: 1
- Idioma: Inglés