Econometric Evaluation of Socio-Economic Programs: Theory and Applications - Advanced Studies in Theoretical and Applied Econometrics - Giovanni Cerulli - Grāmatas - Springer-Verlag Berlin and Heidelberg Gm - 9783662659441 - 2022. gada 3. novembris
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Giovanni Cerulli
Econometric Evaluation of Socio-Economic Programs: Theory and Applications - Advanced Studies in Theoretical and Applied Econometrics Second Edition 2022 edition

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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 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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340 pages, 30 Illustrations, color; 33 Illustrations, black and white; XVIII, 340 p. 63 illus., 30 i

Mediji Grāmatas     Hardcover Book   (Grāmata ar cieto muguriņu un vāku)
Izlaists 2022. gada 3. novembris
ISBN13 9783662659441
Izdevēji Springer-Verlag Berlin and Heidelberg Gm
Lapas 340
Izmēri 241 × 163 × 26 mm   ·   714 g
Valoda Angļu  

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