Causality : models, reasoning, and inference /
Pearl, Judea,
Causality : models, reasoning, and inference / Judea Pearl. - xvi, 384 páginas : ilustraciones
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
0521773628
Análisis estadístico.
Causalidad.
Filosofía de la ciencia.
Probabilidades.
122 / P359c 2001
Causality : models, reasoning, and inference / Judea Pearl. - xvi, 384 páginas : ilustraciones
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
0521773628
Análisis estadístico.
Causalidad.
Filosofía de la ciencia.
Probabilidades.
122 / P359c 2001