论文信息 - Graphical models for causal inference - 字舞流文

Graphical models for causal inference

Steffen L. Lauritzen | S. Lauritzen

[1] Tom Burr,et al. Causation, Prediction, and Search , 2003, Technometrics.

[2] David Maxwell Chickering,et al. Optimal Structure Identification With Greedy Search , 2002, J. Mach. Learn. Res..

[3] A. Dawid. Influence Diagrams for Causal Modelling and Inference , 2002 .

[4] P. Spirtes,et al. Ancestral graph Markov models , 2002 .

[5] Steffen L. Lauritzen,et al. Representing and Solving Decision Problems with Limited Information , 2001, Manag. Sci..

[6] Harald Steck,et al. Constraint-based structural learning in Bayesian networks using finite data sets , 2001 .

[7] Steffen L. Lauritzen,et al. Causal Inference from Graphical Models , 2001 .

[8] J. Pearl. Causality: Models, Reasoning and Inference , 2000 .

[9] G. Schwarz. Estimating the Dimension of a Model , 1978 .

[10] H. Akaike. A new look at the statistical model identification , 1974 .