
AutoClass
 Referenced in 68 articles
[sw26092]
 Autoclass  A Bayesian Approach to Classification. We describe a Bayesian approach to the unsupervised discovery...

bayesm
 Referenced in 55 articles
[sw06787]
 that emphasizes the value of the Bayesian approach to solving nontrivial problems. The success...

BayesTree
 Referenced in 59 articles
[sw07995]
 posterior. Effectively, BART is a nonparametric Bayesian regression approach which uses dimensionally adaptive random basis...

ConfBands
 Referenced in 30 articles
[sw12330]
 random effects, and (c) a full Bayesian approach. The volumeoftube formula is applied ... first two methods and compared with Bayesian simultaneous confidence bands from a frequentist perspective...

EMVS
 Referenced in 30 articles
[sw31733]
 package EMVS: The ExpectationMaximization Approach to Bayesian Variable Selection. An efficient expectationmaximization algorithm...

Monomvn
 Referenced in 10 articles
[sw08173]
 maximum likelihood inference and a full Bayesian approach employing scalemixtures for Gibbs sampling. Monotone ... data augmentation extends this Bayesian approach to arbitrary missingness patterns. A fully functional standalone interface...

RELION
 Referenced in 10 articles
[sw22792]
 RELION: Implementation of a Bayesian approach to cryoEM structure determination. RELION, for REgularized LIkelihood ... tuning of parameters, RELION uses a Bayesian approach to infer parameters of a statistical model...

GSM
 Referenced in 14 articles
[sw10497]
 Shape Mixture: This package implements a Bayesian approach for estimation of a mixture of gamma...

BGX
 Referenced in 14 articles
[sw06935]
 package that implements an integrated Bayesian approach to the analysis of 3’ GeneChip data...

JMbayes
 Referenced in 12 articles
[sw19775]
 fitting these models under a Bayesian approach using Markon chain Monte Carlo algorithms. JMbayes...

BDgraph
 Referenced in 11 articles
[sw14815]
 Bayesian structure learning in sparse Gaussian graphical models. Decoding complex relationships among large numbers ... crucial issues in science. One approach to this problem is Gaussian graphical modeling, which describes ... paper, we introduce a novel and efficient Bayesian framework for Gaussian graphical model determination which ... show our method outperforms alternative Bayesian approaches in terms of convergence, mixing in the graph...

MODL
 Referenced in 10 articles
[sw18797]
 discretization method MODL, founded on a Bayesian approach. We introduce a space of discretization models...

BayesLogit
 Referenced in 44 articles
[sw09312]
 strategy for fully Bayesian inference in models with binomial likelihoods. The approach appeals...

PicHunter
 Referenced in 53 articles
[sw14896]
 PicHunter: Bayesian relevance feedback for image retrieval. This paper describes PicHunter, an image retrieval system ... that implements a novel approach to relevance feedback, such that the entire history of user ... goal image. To accomplish this, PicHunter uses Bayesian learning based on a probabilistic model...

BaM
 Referenced in 25 articles
[sw06085]
 Gill , Books is ”Bayesian Methods: A Social and Behavioral Sciences Approach, Second Edition published...

CASPAR
 Referenced in 6 articles
[sw12242]
 CASPAR: a hierarchical bayesian approach to predict survival times in cancer from gene expression data ... severely underdetermined regression or classification models. Several approaches exist to classify patients in different risk ... regression model that is embedded in a Bayesian framework. A hierarchical prior distribution...

WebMOTIFS
 Referenced in 4 articles
[sw35522]
 sequence motifs using multiple programs and Bayesian approaches. WebMOTIFS provides a web interface that facilitates ... most significant motifs or by using Bayesian approaches. WebMOTIFS makes it easy to apply these ... visualize the results. In addition, the Bayesian motif discovery program THEME can be used...

BraMBLe
 Referenced in 27 articles
[sw36453]
 adapted from the theory of Bayesian correlation, but uses the assumption of a static camera ... unified approach to background and foreground modelling. Second we introduce a Bayesian filter for tracking...

bsa
 Referenced in 5 articles
[sw26370]
 hold approximately. We use a Bayesian approach, in which the prior on is a mixture...

DeCo
 Referenced in 5 articles
[sw24120]
 Dijk (2013) where a constructive Bayesian approach is presented for combining predictive densities originating from...