Local computation of influence propagation through Bayes linear belief networks

Details Local computation of influence propagation through Bayes linear belief networks Local computation of influence propagation through Bayes linear belief networks

1996-09-02

arxiv.org/abs/bayes-an/9609001v1

Physics

Data Analysis, Statistics and Probability

LaTeX2e, 11 pages. In submission. See http://www.ncl.ac.uk/~ndjw1/ Also available from http://www.ncl.ac.uk/~ndjw1/pub/djwlc.h

Scientific paper

In recent years there has been interest in the theory of local computation over probabilistic Bayesian graphical models. In this paper, local computation over Bayes linear belief networks is shown to be amenable to a similar approach. However, the linear structure offers many simplifications and advantages relative to more complex models, and these are examined with reference to some illustrative examples.

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