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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Spiegelhalter, D, Dawid, A, Lauritzen, S, Cowell, R
Fformat:	Journal article
Iaith:	English
Cyhoeddwyd:	Institute of Mathematical Statistics 1993
Pynciau:	Probability Statistics (see also social sciences)

Eitemau Tebyg

Hyper Markov laws in the statistical analysis of decomposable graphical models
gan: Dawid, A, et al.
Cyhoeddwyd: (1993)

On the moments and the interface of the symbiotic branching model
gan: Blath, J, et al.
Cyhoeddwyd: (2011)

Graphical models for associations between variables, some of which are quantitative and some qualitative
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Cyhoeddwyd: (1989)

Graphical models for genetic analyses
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Cyhoeddwyd: (2003)

Markov fields and log-linear interaction models for contingency tables
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Cyhoeddwyd: (1980)

A Bayesian cost-benefit approach to sample size determination and evaluation in clinical trials
gan: Kikuchi, T
Cyhoeddwyd: (2011)

A Bayesian approach to the evolution of metabolic networks on a phylogeny
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Cyhoeddwyd: (2010)

A coalescent dual process in a Moran model with genic selection, and the lambda coalescent limit
gan: Etheridge, A, et al.
Cyhoeddwyd: (2010)

Synonymous codon usage influences the local protein structure observed
gan: Saunders, R, et al.
Cyhoeddwyd: (2010)

An approximate sampling formula under genetic hitchhiking
gan: Etheridge, A, et al.
Cyhoeddwyd: (2006)

Some problems in the theory & application of graphical models
gan: Roddam, A
Cyhoeddwyd: (1999)

Bayesian analysis of stochastic point processes for financial applications
gan: Probst, C
Cyhoeddwyd: (2013)

Models and software for improving the profitability of pharmaceutical research
gan: Qu, S
Cyhoeddwyd: (2011)

How threshold behaviour affects the use of subgraphs for network comparison
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Cyhoeddwyd: (2010)

Some aspects of complex statistical dependencies
gan: Kartsonaki, C
Cyhoeddwyd: (2014)

The relation between multilocus population genetics and social evolution theory
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Cyhoeddwyd: (2007)

Reporting of prognostic studies of tumour markers: a review of published articles in relation to REMARK guidelines
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Cyhoeddwyd: (2010)

Polarised neutron diffraction measurements of PrBa2Cu3O6+x and the Bayesian statistical analysis of such data
gan: Markvardsen, AJ
Cyhoeddwyd: (2000)

School-aged children: a reservoir for continued circulation of Haemophilus influenzae Type b in the United Kingdom
gan: Oh, S, et al.
Cyhoeddwyd: (2008)

Serogroup c meningococcal glycoconjugate vaccine in adolescents: persistence of bactericidal antibodies and kinetics of the immune response to a booster vaccine more than 3 years after immunization
gan: Snape, M, et al.
Cyhoeddwyd: (2006)

On auxiliary variables and many-core architectures in computational statistics
gan: Lee, A
Cyhoeddwyd: (2011)

Why are some more peer than others? Evidence from a longitudinal study of social networks and individual academic performance
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Cyhoeddwyd: (2011)

Linear programming algorithms for detecting separated data in binary logistic regression models
gan: Konis, K
Cyhoeddwyd: (2007)

Sparse distance metric learning
gan: Choy, T
Cyhoeddwyd: (2014)

Effect of withdrawal of co-proxamol on prescribing and deaths from drug poisoning in England and Wales: time series analysis
gan: Hawton, K, et al.
Cyhoeddwyd: (2009)

Disease model distortion in association studies
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Cyhoeddwyd: (2011)

A robust clustering algorithm for identifying problematic samples in genome-wide association studies
gan: Bellenguez, C, et al.
Cyhoeddwyd: (2012)

Reweighting methods in high dimensional regression
gan: Fang, Z
Cyhoeddwyd: (2012)

A flexible and accurate genotype imputation method for the next generation of genome-wide association studies
gan: Howie, B, et al.
Cyhoeddwyd: (2009)

Protein protein interactions, evolutionary rate, abundance and age
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Cyhoeddwyd: (2006)

Bayesian methods for multivariate phenotype analysis in genome-wide association studies
gan: Iotchkova, V
Cyhoeddwyd: (2013)

Cotranslational protein folding - fact or fiction?
gan: Deane, C, et al.
Cyhoeddwyd: (2007)

Using phylogeny to improve genome-wide distant homology recognition
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Cyhoeddwyd: (2007)

Modelling sequential protein folding under kinetic control
gan: Huard, F, et al.
Cyhoeddwyd: (2006)

Extensions of the case-control design in genome-wide association studies
gan: Loizides, C
Cyhoeddwyd: (2012)

A statistical approach using network structure in the prediction of protein characteristics
gan: Chen, P, et al.
Cyhoeddwyd: (2007)

Multilocus approaches to the detection of disease susceptibility regions: methods and applications
gan: Ciampa, J
Cyhoeddwyd: (2012)

Trials in primary care: statistical issues in the design, conduct and evaluation of complex interventions
gan: Lancaster, G, et al.
Cyhoeddwyd: (2010)

Haemophilus influenzae Type b vaccine failure in children is associated with inadequate production of high-quality antibody
gan: Lee, Y, et al.
Cyhoeddwyd: (2008)

Electrostatic and functional analysis of the seven-bladed WD beta-propellers
gan: Valeyev, N, et al.
Cyhoeddwyd: (2008)