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Causality : models, reasoning, and inference /
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, U.K. ; New York :
Cambridge University Press,
2000.
|
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Introduction to probabilities, graphs, and causal models
- Theory of inferred causation
- Causal diagrams and the identification of causal effects
- Actions, plans, and direct effects
- Causality and structural models in social science and economics
- Simpson's paradox, confounding, and collapsibility
- Logic of structure-based counterfactuals
- Imperfect experiments: bounding effects and counterfactuals
- Probability of causation: interpretation and identification
- Actual cause.