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Propensity score analysis : statistical methods and applications [Material Impreso] / Shenyang Guo, Mark W. Fraser

Por: Guo, ShenyangColaborador(es): Fraser, Mark WSeries Advanced quantitative techniques in the social sciences ; n.11Datos de publicación: Thousand Oaks, California: Sage, c2015Edición: 2nd.edDescripción: xxiii, 421 p. grafs. 24 x 19 cm. IMPRESOISBN: 978-1-4522-3500-4Tema(s): METODOS DE INVESTIGACION SOCIAL | METODOS CUANTITATIVOS | METODOS ESTADISTICOS | ECONOMIAResumen: Contiene: 1. Introduction. 2. Counterfactual framework and assumptions. 3. Conventional methods for data balancing. 4. Sample selection and related models. 5. Propensity score matching and related models. 6. Propensity score subclassification. 7. Propensity score weighting. 8. Matching estimators. 9. Propensity score analysis with nonparametric regression. 10. Propensity score analysis of categorical or continuous treatments: dosage analyses. 11. Selection bias and sensitivity analysis. 12. Concluding remarks.
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Libro Sala Libro Sala Pocitos 300.722 GUO 2nd.ed. Disponible P34393

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Contiene: 1. Introduction. 2. Counterfactual framework and assumptions. 3. Conventional methods for data balancing. 4. Sample selection and related models. 5. Propensity score matching and related models. 6. Propensity score subclassification. 7. Propensity score weighting. 8. Matching estimators. 9. Propensity score analysis with nonparametric regression. 10. Propensity score analysis of categorical or continuous treatments: dosage analyses. 11. Selection bias and sensitivity analysis. 12. Concluding remarks.

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