Econometric evaluation of socio-economic programs : theory and applications
著者
書誌事項
Econometric evaluation of socio-economic programs : theory and applications
（Advanced studies in theoretical and applied econometrics, v. 49）
Springer, c2015
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注記
Includes bibliographical references
"ISBN:9783662464052(eBook)"--T.p. verso
内容説明・目次
内容説明
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.
目次
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.
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