Bayesian Methods Publications

Publications in Bayesian Methods

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

Bayesian Methods

13K

Publications

1.2M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Inference from Iterative Simulation Using Multiple Sequences Andrew Gelman, Donald B. Rubin Statistical Science Simulation MethodologyIterative SimulationBayesian StatisticEngineeringData Science	1992	16.3K
Nearest neighbor pattern classification Thomas M. Cover, Peter E. Hart IEEE Transactions on Information Theory Bayesian Decision TheoryEngineeringMachine LearningBayesian InferenceClassification Method	1967	15.4K
Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments Gordon K. Smyth Statistical Applications in Genetics and Molecular Biology Transcriptomics TechnologyEmpirical Bayes MethodsLinear ModelsGene Expression ProfilingComputational Genomics	2004	11.9K
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
Missing data: Our view of the state of the art. Joseph L. Schafer, John W. Graham Psychological Methods Latent ModelingEngineeringData ScienceStatistical ProceduresEstimation Statistic	2002	10.7K
The control of the false discovery rate in multiple testing under dependency Yoav Benjamini, Daniel Yekutieli The Annals of Statistics EngineeringCausal InferenceTest DerivationBiostatisticsBayesian Methods	2001	10.6K
<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 Analysis of Radiocarbon Dates Christopher Bronk Ramsey Radiocarbon Isotope AnalysisBayesian StatisticsEngineeringStatistical MethodsCalibration	2009	8.4K
Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models Simon N. Wood Journal of the Royal Statistical Society Series B (Statistical Methodology) Parameter EstimationEngineeringApproximate RemlRobust ModelingRobust Statistic	2010	7.2K
Bayesian Model Selection in Social Research Adrian E. Raftery Sociological Methodology Bayesian StatisticEngineeringSocioeconomicsSociological MethodSocial Stratification	1995	6.8K
Reversible jump Markov chain Monte Carlo computation and Bayesian model determination Peter J. Green Biometrika Bayesian StatisticEngineeringMarkov Chain Monte CarloBayesian ComparisonData Science	1995	5.9K

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