Econometric Evaluation of Socio-Economic Programs
Theory and Applications
(Sprache: Englisch)
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...
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Klappentext zu „Econometric Evaluation of Socio-Economic Programs “
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.
Inhaltsverzeichnis zu „Econometric Evaluation of Socio-Economic Programs “
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.
Autoren-Porträt von Giovanni Cerulli
Giovanni Cerulli took a degree in Statistics and a PhD in Economic Sciences at the University of Rome "La Sapienza". Presently he serves as researcher at the Institute for Economic Research on Firm and Growth (CERIS, unit of Rome) of the Italian National Research Council (CNR). His fields of research are mainly focused on evaluation of R&D and innovation policies, on measurement of firm innovative performance and on STI composite indicators, with a special emphasis on quantitative methods. He is Associate Editor of the World Review of Science, Technology and Sustainable Development (WRSTSD).
Bibliographische Angaben
- Autor: Giovanni Cerulli
- 2015, 2015, XIII, 308 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3662464047
- ISBN-13: 9783662464045
- Erscheinungsdatum: 21.05.2015
Sprache:
Englisch
Pressezitat
"This book gives a comprehensive account of micro-econometric techniques for such evidence-based programme evaluation in the social sciences. ... gives an up-to-date account of the subject and a comprehensive description of each technique, covering both theoretical aspects and issues of application such as model checking, accuracy and reliability of results, and computation including related software. ... book is well written and clearly arranged and can be recommended to all statisticians with an interest in programme evaluation in the social sciences." (Peter Hackl, Statistics Papers, Vol. 57, 2016)Kommentar zu "Econometric Evaluation of Socio-Economic Programs"
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