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Könyv Econometric Evaluation of Socio-Economic Programs Giovanni Cerulli

Econometric Evaluation of Socio-Economic Programs

Theory and Applications

Szerző: Giovanni Cerulli
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer, Berlin
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
42 608 Ft
This book provides advanced theoretical and applied tools for the implementation of modern micro-eco...

Információk a könyvről

Szerző
Giovanni Cerulli
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2022
oldal
377
EAN
9783662659441
Enbook ID
39464370
Kiadó
Springer, Berlin
Súly
729
Méretek
155 x 235 x 27

Teljes leírás

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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