Propensity score analysis statistical methods and applications
| Otros Autores: | , |
|---|---|
| Formato: | Libro |
| Idioma: | Inglés |
| Publicado: |
Los Angeles :
SAGE
2015
|
| Edición: | Second edition |
| Colección: | Advanced quantitative techniques in the social sciences ;
11 |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991004656179706719 |
Tabla de Contenidos:
- Introduction
- Counterfactual framework and assumptions
- Conventional methods for data balancing
- Sample selection and related models
- Propensity score matching and related models
- Propensity score subclassification
- Propensity score weighting
- Matching estimators
- Propensity score analysis with nonparametric regression
- Propensity score analysis of categorical or continuous treatments
- Selection bias and sensitivity analysis
- Concluding remarks.
