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Causality : models, reasoning, and inference / Judea Pearl.
Tipo de material:
TextoEditor: Cambridge, U.K. ; New York : Cambridge University Press, 2001Descripción: xvi, 384 páginas : ilustracionesTipo de contenido: - texto
- no mediado
- volumen
- 0521773628
- 122 P359c 2001
Contenidos:
Introduction to probbilites, 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
| Tipo de ítem | Biblioteca actual | Colección | Signatura topográfica | Estado | Notas | Fecha de vencimiento | Código de barras | Reserva de ítems | |
|---|---|---|---|---|---|---|---|---|---|
| Libro | Biblioteca Central | Colección General | 122 P359c 2001 (Navegar estantería(Abre debajo)) | Disponible | GEN | 33409002150617 |
Total de reservas: 0
Incluye bibliografía (p. 359-373).
Introduction to probbilites, 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
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