Graphical Models, Causality, And Intervention (1993)

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by Judea Pearl
Citations:97 - 35 self

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13 Aspects Of Graphical Models Connected With Causality – Judea Pearl - 1993
2 On The Identification Of Nonparametric Structural Models – Judea Pearl - 1997
180 Causal Diagrams For Empirical Research – Judea Pearl
30 A Probabilistic Calculus of Actions – Judea Pearl - 1994
A Causal Calculus – Judea Pearl
Possibilistic Conditional Independence: a similarity-based measure and its application to causal network learning – Ramón Sanguesa Sole, Joan Cabós Fabregat, Ulises Cortés García, Independence A - 1994
12 Knowing and reasoning in – Delphine Rossille A, Jean-françois Laurent C, Anita Burgun A - 1992
14 Nonparametric Bounds on Causal Effects from Partial Compliance Data – Alexander Balke, Judea Pearl - 1993
51 Counterfactual Probabilities: Computational Methods, Bounds and Applications. – Alexander Balke - 1994
44 Graphs, Causality, And Structural Equation Models – Judea Pearl - 1998
7 Decision Analytic Networks in Artificial Intelligence – Izhar Matzkevich, Bruce Abramson - 1995
266 Model selection and accounting for model uncertainty in graphical models using Occam's window – David Madigan, Adrian E. Raftery - 1993
(Draft Copy) On the Statistical Interpretation of Structural Equations – Judea Pearl
1 Structure learning approaches in Causal Probabilistics Networks – P. Larrañaga, Y. Yurramendi - 1998
54 Decision-Theoretic Foundations for Causal Reasoning – David Heckerman, Ross Shachter - 1995
Complete Identification methods . . . – Ilya Shpitser - 2008
19 Learning Causal Networks from Data: A survey and a new algorithm for recovering possibilistic causal networks – Ramon Sangüesa, Ulises Cortés - 1997
1 From Imaging and Stochastic Control to a Calculus of Actions – Judea Pearl
14 The Mediation Formula: A guide to the assessment of causal pathways in nonlinear models – Judea Pearl - 2011