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Econometric Evaluation of Socio-Economic Programs = Theory and Applications /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Econometric Evaluation of Socio-Economic Programs/ by Giovanni Cerulli.
其他題名:
Theory and Applications /
作者:
Cerulli, Giovanni.
面頁冊數:
XIII, 308 p. 48 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Econometrics. -
電子資源:
https://doi.org/10.1007/978-3-662-46405-2
ISBN:
9783662464052
Econometric Evaluation of Socio-Economic Programs = Theory and Applications /
Cerulli, Giovanni.
Econometric Evaluation of Socio-Economic Programs
Theory and Applications /[electronic resource] :by Giovanni Cerulli. - 1st ed. 2015. - XIII, 308 p. 48 illus.online resource. - Advanced Studies in Theoretical and Applied Econometrics,491570-5811 ;. - Advanced Studies in Theoretical and Applied Econometrics,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
Standard No.: 10.1007/978-3-662-46405-2doiSubjects--Topical Terms:
556981
Econometrics.
LC Class. No.: HB139-141
Dewey Class. No.: 330.015195
Econometric Evaluation of Socio-Economic Programs = Theory and Applications /
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