Econometric Evaluation of Socio-Economic Programs

Name: Econometric Evaluation of Socio-Economic Programs
Brand: Springer, Berlin
SKU: 9783662659472
Price: 387.43 RON
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Theory and Applications

Autor: Giovanni Cerulli

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Editura: Springer, Berlin

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This book provides advanced theoretical and applied tools for the implementation of modern micro-eco...

Informații despre carte

Autor

Giovanni Cerulli

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2023

Pagini

340

EAN

9783662659472

Enbook ID

44314008

Editura

Springer, Berlin

Greutate

503

Dimensiuni

155 x 235

Descriere completă

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, regression-discontinuity-design, and synthetic control method, and are given practical guidelines for selecting and applying suitable methods for specific policy contexts.The second revised and extended edition features two new chapters on some recent development of difference-in-differences. Specifically, chapter 5 introduces advanced difference-in-differences methods when many times are available and treatment can be either time-varying or fixed at a specific time. Chapter 6 introduces the synthetic control method, a treatment effect estimation approach suitable when only one unit is treated. Both chapters present applications using the software Stata.

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Econometric Evaluation of Socio-Economic Programs

Theory and Applications

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