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Bayes factor
Known as:
Bayes factors
, Bayesian model comparison
, Bayesian model selection
In statistics, the use of Bayes factors is a Bayesian alternative to classical hypothesis testing. Bayesian model comparison is a method of model…
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Related topics
Related topics
14 relations
Akaike information criterion
Bayesian information criterion
Decision theory
Deviance information criterion
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Broader (1)
Model selection
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
A recursive estimate for the predictive likelihood in a topic model
James G. Scott
,
Jason Baldridge
International Conference on Artificial…
2013
Corpus ID: 6858232
We consider the problem of evaluating the predictive log likelihood of a previously unseen document under a topic model. This…
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2013
2013
Determination of Seabed Acoustic Scattering Properties by Trans-Dimensional Bayesian Inversion
G. Steininger
2013
Corpus ID: 126147394
This thesis develops and applies Bayesian model selection and inversion approaches to acoustic seabed scattering and reflectivity…
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2012
2012
Categorization of interestingness measures for knowledge extraction
S. Guillaume
,
Dhouha Grissa
,
E. Nguifo
arXiv.org
2012
Corpus ID: 14382440
Finding interesting association rules is an important and active research field in data mining. The algorithms of the Apriori…
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2010
2010
Bayesian mapping with probabilistic cubic splines
Carsten Hasberg
,
Stefan Hensel
IEEE International Workshop on Machine Learning…
2010
Corpus ID: 17785085
This proposal presents the integration of interpolating global cubic splines into a general function regression framework to…
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2009
2009
Bayesian Model Selection in the Analysis of Cointegration
J. Wróblewska
2009
Corpus ID: 54854512
In this paper we present the Bayesian model selection procedure within the class of cointegrated processes. In order to make…
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2009
2009
Bayesian methodology for structural damage identification and reliability assessment.
C. Papadimitriou
,
E. Ntotsios
2009
Corpus ID: 55864445
A Bayesian framework is presented for structural model selection and damage identification utilizing measured vibration data. The…
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2009
2009
Bayesian Model Comparison for the Order Restricted RC Association Model
G. Iliopoulos
,
M. Kateri
,
I. Ntzoufras
2009
Corpus ID: 835488
Association models constitute an attractive alternative to the usual log-linear models for modeling the dependence between…
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2007
2007
Discussion on “Current Challenges in Bayesian Model Choice” by Clyde et al
E. Feigelson
,
W. Jefferys
2007
Corpus ID: 53973041
It is quite common to encounter problems in astronomy that require selecting amongst several models. Bayesian model selection is…
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2006
2006
Statistical Challenges in Modern Astronomy Iv Asp Conference Series, Vol. **volume**, 2007 Bayesian Model Selection and Extrasolar Planet Detection
G. Babu
,
Feigelson
,
E. Ford
,
P. Gregory
2006
Corpus ID: 420665
The discovery of nearly 200 extrasolar planets during the last decade has revitalized scientific interest in the physics of…
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2003
2003
Hidden Markov Model Clustering of Acoustic Data
Matthew Butler
2003
Corpus ID: 6010126
This dissertation explores methods for cluster analysis of acoustic data. Techniques developed are applied primarily to whale…
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