Econometric evaluation of socio-economic programs [electronic resource] : theory and applications / Giovanni Cerulli.
2015
HV41
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Title
Econometric evaluation of socio-economic programs [electronic resource] : theory and applications / Giovanni Cerulli.
Author
ISBN
9783662464052 electronic book
3662464055 electronic book
9783662464045
3662464055 electronic book
9783662464045
Published
Heidelberg : Springer, [2015]
Copyright
©2015
Language
English
Description
1 online resource (xiii, 308 pages).
Item Number
10.1007/978-3-662-46405-2 doi
Call Number
HV41
Dewey Decimal Classification
361
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Series
Advanced studies in theoretical and applied econometrics ; v. 49.
Available in Other Form
Print version: 9783662464045
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Table of Contents
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.
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.