Econometric Evaluation of Socio-Economic Programs [electronic resource] : Theory and Applications

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Tác giả: Giovanni Cerulli

Ngôn ngữ:

ISBN-13: 978-3662464052

Ký hiệu phân loại: 330.015195 Economics

Thông tin xuất bản: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.

Mô tả vật lý: XIII, 308 p. 48 illus. , online resource.

Bộ sưu tập: Metadata2

ID: 302239

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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