Econometric Evaluation of Socio-Economic Programs E-Book

Giovanni Cerulli

• Herausgeber: Springer Berlin
• Kategorie: Fachliteratur
• Serie: Advanced Studies in Theoretical and Applied Econometrics
• Sprache: Englisch

Veröffentlichungsjahr: 2015

Beschreibung

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.