Causality : models, reasoning, and inference
| Autor principal: | |
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| Formato: | Libro |
| Lenguaje: | English |
| Publicado: |
Nueva York :
Cambridge University Press,
c2009.
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| Edición: | 2a ed. -- |
| Materias: |
Tabla de Contenidos:
- 1. Introduction to probabilities, graphs, and causal models
- 2. A theory of inferred causation
- 3. Causal diagrams and the identification of causal effects
- 4. Actions, plans, and direct effects
- 5. Causality and structural models in social science and economics
- 6. Simpson's paradox, confounding, and collapsibility
- 7. The logic of structure-based counterfactuals
- 8. Imperfect experiments: bounding effects and counterfactuals
- 9. Probability of causation : interpretation and identification
- 10. the actual cause
- 11. Reflection, elaborations and discussions with readers.