Bayesian Inference Publications

Publications in Bayesian Inference

Explore the most influential research papers and scholarly works that have shaped Bayesian Inference. Use the concept filter below to focus on a specific sub-area of research.

Bayesian Inference

13.4K

Publications

1.1M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Nearest neighbor pattern classification Thomas M. Cover, Peter E. Hart IEEE Transactions on Information Theory Bayesian Decision TheoryEngineeringMachine LearningBayesian InferenceClassification Method	1967	15.4K
Bayes Factors Robert E. Kass, Adrian E. Raftery Journal of the American Statistical Association Bayes FactorBayesian HypothesisBayesian Decision TheoryQuantitative MethodsBayesian Statistic	1995	11.8K
Multimodel Inference Kenneth P. Burnham, David R. Anderson Sociological Methods & Research Bayesian StatisticBayesian Decision TheoryBayesian StatisticsEngineeringInformation Theory	2004	11.2K
<b>brms</b>: An <i>R</i> Package for Bayesian Multilevel Models Using <i>Stan</i> Paul‐Christian Bürkner Journal of Statistical Software Bayesian StatisticEngineeringResponse VariableBayesian InferenceLatent Modeling	2017	8.7K
Bayesian Model Selection in Social Research Adrian E. Raftery Sociological Methodology Bayesian StatisticEngineeringSocioeconomicsSociological MethodSocial Stratification	1995	6.8K
Upper and Lower Probabilities Induced by a Multivalued Mapping A. P. Dempster The Annals of Mathematical Statistics EngineeringBayesian InferenceProbabilistic OntologyData ScienceUncertainty Quantification	1967	5.9K
Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations Håvard Rue, Sara Martino, Nicolás Chopin Journal of the Royal Statistical Society Series B (Statistical Methodology) Additive ModelsBayesian StatisticEngineeringData ScienceGaussian Process	2009	5.2K
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari, Andrew Gelman, Jonah Gabry Statistics and Computing Bayesian StatisticBayesian StatisticsPredictive AnalyticsStatistical InferenceModel Comparison	2016	5.1K
MRBAYES: Bayesian inference of phylogeny John P. Huelsenbeck, Fredrik Ronquist Bioinformatics PhylogeneticsNatural SciencesEvolutionary BiologyPhylogenetic MethodPhylogenomics	2001	4.9K
A Bayesian Analysis of Some Nonparametric Problems Thomas S. Ferguson The Annals of Statistics Bayesian StatisticBayesian StatisticsEngineeringPosterior DistributionNonparametric Problems	1973	4.7K
JAGS: A program for analysis of Bayesian graphical models using Gibbs sampling Martyn Plummer Software MaintenanceBayesian StatisticEngineeringSoftware EngineeringSoftware Analysis	2003	4.7K
Bayesian Interpolation David Mackay Neural Computation Bayesian StatisticBayesian Decision TheoryBayesian StatisticsEngineeringBayesian Method	1992	4.3K

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