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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.
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.
Giovanni Cerulli is research director at CNR-IRCrES (National Research Council of Italy - Research Institute on Sustainable Economic Growth). He took a degree in Statistics and a PhD in Economic Sciences from Sapienza University of Rome. His research deals with two main subjects: causal inference (including program evaluation), and machine learning. He has developed both theoretical and applied econometric models for program evaluation, including dose-response models, treatment effect estimation with peer effects, and software development for quantitative evaluation purposes. He boasts a consolidated expertise in the evaluation of R&D and innovation policies. Giovanni Cerulli is editor-in-chief of the "International Journal of Computational Economics and Econometrics" (IJCEE), and coordinator of GRAPE (Research Group on the Analysis of Economic Policies). His publications have appeared in prestigious peer-reviewed scientific journals.
2nd revised and extended edition
Presents an introduction to the econometrics of program evaluation
Offers a step-by-step guide to modern econometric techniques for program evaluation
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Volkswirtschaft |
| Genre: | Wirtschaft |
| Rubrik: | Recht & Wirtschaft |
| Medium: | Buch |
| Seiten: | 360 |
| Reihe: | Advanced Studies in Theoretical and Applied Econometrics |
| Inhalt: |
xviii
340 S. 33 s/w Illustr. 30 farbige Illustr. 340 p. 63 illus. 30 illus. in color. |
| ISBN-13: | 9783662659441 |
| ISBN-10: | 3662659441 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Autor: | Cerulli, Giovanni |
| Auflage: | 2nd ed. 2022 |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Advanced Studies in Theoretical and Applied Econometrics |
| Maße: | 241 x 160 x 25 mm |
| Von/Mit: | Giovanni Cerulli |
| Erscheinungsdatum: | 03.11.2022 |
| Gewicht: | 0,705 kg |
Giovanni Cerulli is research director at CNR-IRCrES (National Research Council of Italy - Research Institute on Sustainable Economic Growth). He took a degree in Statistics and a PhD in Economic Sciences from Sapienza University of Rome. His research deals with two main subjects: causal inference (including program evaluation), and machine learning. He has developed both theoretical and applied econometric models for program evaluation, including dose-response models, treatment effect estimation with peer effects, and software development for quantitative evaluation purposes. He boasts a consolidated expertise in the evaluation of R&D and innovation policies. Giovanni Cerulli is editor-in-chief of the "International Journal of Computational Economics and Econometrics" (IJCEE), and coordinator of GRAPE (Research Group on the Analysis of Economic Policies). His publications have appeared in prestigious peer-reviewed scientific journals.
2nd revised and extended edition
Presents an introduction to the econometrics of program evaluation
Offers a step-by-step guide to modern econometric techniques for program evaluation
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Volkswirtschaft |
| Genre: | Wirtschaft |
| Rubrik: | Recht & Wirtschaft |
| Medium: | Buch |
| Seiten: | 360 |
| Reihe: | Advanced Studies in Theoretical and Applied Econometrics |
| Inhalt: |
xviii
340 S. 33 s/w Illustr. 30 farbige Illustr. 340 p. 63 illus. 30 illus. in color. |
| ISBN-13: | 9783662659441 |
| ISBN-10: | 3662659441 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Autor: | Cerulli, Giovanni |
| Auflage: | 2nd ed. 2022 |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Advanced Studies in Theoretical and Applied Econometrics |
| Maße: | 241 x 160 x 25 mm |
| Von/Mit: | Giovanni Cerulli |
| Erscheinungsdatum: | 03.11.2022 |
| Gewicht: | 0,705 kg |
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