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Econometric evaluation of socio-economic programs : theory and applications / Giovanni Cerulli.

By: Material type: TextTextSeries: Advanced studies in theoretical and applied econometrics ; v 49.Publication details: New York : Springer, 2015.Description: xiii, 308 pages : illustrations ; 25 cmISBN:
  • 9783662464045
Subject(s): DDC classification:
  • 361 23 C418
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.
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.
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Includes bibliographical references.

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.

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.

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