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Econometric evaluation of socio-economic programs : theory and applications / Giovanni Cerulli.

Second edition.

9783662659458 (electronic bk.)
366265945X (electronic bk.)
9783662659441
3662659441

Berlin, Germany : Springer, 2022.

English

1 online resource (1 volume) : illustrations (black and white).

10.1007/978-3-662-65945-8 doi

HV41

361.0068

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.

Previous edition: 2015.

Includes bibliographical references.

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Description based on print version record.

Advanced studies in theoretical and applied econometrics ; v. 49.

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