Econometric evaluation of socio-economic programs theory and applications / [electronic resource] :

• 作者： Cerulli, Giovanni.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Advanced studies in theoretical and applied econometrics
• 出版： Berlin, Heidelberg : Springer Berlin Heidelberg :Imprint: Springer
• 叢書名： Advanced studies in theoretical and applied econometricsv.49
• 主題： Social service--Evaluation. , Social service--Data processing. , Evaluation research (Social action programs)--Data processing. , Economics/Management Science. , Econometrics , Statistics for Business/Economics/Mathematical Finance/Insurance. , Political economy. , Economic policy
• ISBN： 9783662464052 (electronic bk.) 、 9783662464045 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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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• 摘要註: 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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