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Econometric Evaluation of Socio-Economic Programs

- Theory and Applications
Af: Giovanni Cerulli Engelsk Paperback

Econometric Evaluation of Socio-Economic Programs

- Theory and Applications
Af: Giovanni Cerulli Engelsk Paperback
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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 advanceddifference-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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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 advanceddifference-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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Produktdetaljer
Sprog: Engelsk
Sider: 340
ISBN-13: 9783662659472
Indbinding: Paperback
Udgave:
ISBN-10: 3662659476
Kategori: Økonometri og økonomisk statistik
Udg. Dato: 4 nov 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Oplagsdato: 4 nov 2023
Forfatter(e): Giovanni Cerulli
Forfatter(e) Giovanni Cerulli

Kategori Økonometri og økonomisk statistik

ISBN-13 9783662659472

Sprog Engelsk

Indbinding Paperback

Sider 340

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 4 nov 2023

Oplagsdato 4 nov 2023

Forlag Springer-Verlag Berlin and Heidelberg GmbH & Co. KG