BSS2: Discrete Bayesian networks and their Markov properties

Time and place: Thursday 7 September 2000, 10:15-12:00 in Room E1-214
Responsible: Uffe Kj&aelig;rulff
Literature:
Supplementary literature:
Exercises: Exercises only (.ps) or exercises with answers (.ps)
Slides: 24 slides on 6 sheets (.ps) or LaTeX and PIC files (.tar.gz)

Decision Support Systems 2

Lecture #1: Discrete Bayesian networks and their Markov properties

Robert G. Cowell, A. Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter (1999), Probabilistic Networks and Expert Systems, Ch. 4 and 5, Springer.

Finn V. Jensen (2000), Bayesian Networks and Decision Graphs, Part I, available in "Centerboghandlen" (To be published by Springer-Verlag in 2001).
Robert G. Cowell, A. Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter (1999), Probabilistic Networks and Expert Systems, Ch. 1-3, Springer.
Uffe Kjærulff (1992), A Note on Triangulated Graphs and Junction Trees

Master copies of Chapters 1-6 in Cowell et al. is available in Camilla's office (C1-210).