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Record Nr. |
UNINA9910298468503321 |
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Autore |
Cerulli Giovanni |
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Titolo |
Econometric Evaluation of Socio-Economic Programs : Theory and Applications / / by Giovanni Cerulli |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 |
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ISBN |
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Edizione |
[1st ed. 2015.] |
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Descrizione fisica |
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1 online resource (319 p.) |
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Collana |
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Advanced Studies in Theoretical and Applied Econometrics, , 2214-7977 ; ; 49 |
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Disciplina |
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Soggetti |
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Econometrics |
Statistics |
International economic relations |
Economic policy |
Statistics in Business, Management, Economics, Finance, Insurance |
International Political Economy’ |
Economic Policy |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references at the end of each chapters. |
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Nota di contenuto |
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Preface -- 1 An Introduction to the Econometrics of Program Evaluation -- 2 Methods Based on Selection on Observables -- 3 Methods Based on Selection on Unobservables -- 4 Local Average Treatment Effect and Regression-Discontinuity-Design. |
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Sommario/riassunto |
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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 and regression-discontinuity-design, and are given practical guidelines for selecting and applying |
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