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Econometric evaluation of socio-econ...

Cerulli, Giovanni.

Econometric evaluation of socio-economic programstheory and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Econometric evaluation of socio-economic programsby Giovanni Cerulli.
Reminder of title:	theory and applications /
Author:	Cerulli, Giovanni.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2015.
Description:	xiii, 308 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Social serviceEvaluation.
Online resource:	http://dx.doi.org/10.1007/978-3-662-46405-2
ISBN:	9783662464052 (electronic bk.)

Econometric evaluation of socio-economic programstheory and applications /
Cerulli, Giovanni.

Econometric evaluation of socio-economic programstheory and applications /[electronic resource] :by Giovanni Cerulli. - Berlin, Heidelberg :Springer Berlin Heidelberg :2015. - xiii, 308 p. :ill., digital ;24 cm. - Advanced studies in theoretical and applied econometrics,v.491570-5811 ;. - Advanced studies in theoretical and applied econometrics ;v.48..

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.

ISBN: 9783662464052 (electronic bk.)

Standard No.: 10.1007/978-3-662-46405-2doiSubjects--Topical Terms:

365789
Social service
--Evaluation.

LC Class. No.: HV41

Dewey Class. No.: 361

Econometric evaluation of socio-economic programstheory and applications /
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520 $a 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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