Bayesian analysis in expert systems

Bayesian analysis in expert systems

We review recent developments in applying Bayesian probabilistic and statistical ideas to expert systems. Using a real, moderately complex, medical example we illustrate how qualitative and quantitative knowledge can be represented within a directed graphical model, generally known as a belief netwo...

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Bibliografiske detaljer
Main Authors:	Spiegelhalter, D, Dawid, A, Lauritzen, S, Cowell, R
Format:	Journal article
Sprog:	English
Udgivet:	Institute of Mathematical Statistics 1993
Fag:	Probability Statistics (see also social sciences)

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Graphical models for associations between variables, some of which are quantitative and some qualitative
af: Lauritzen, S, et al.
Udgivet: (1989)

Graphical models for genetic analyses
af: Lauritzen, S, et al.
Udgivet: (2003)

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af: Darroch, J, et al.
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Linear programming algorithms for detecting separated data in binary logistic regression models
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Reweighting methods in high dimensional regression
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Bayesian methods for multivariate phenotype analysis in genome-wide association studies
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Modelling sequential protein folding under kinetic control
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Extensions of the case-control design in genome-wide association studies
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