Bayesian Statistics Publications

Publications in Bayesian Statistics

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

Bayesian Statistics

15.8K

Publications

1.4M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Principles and Procedures of Statistics H. F. Robinson Agronomy Journal Bayesian StatisticsStatistical FoundationStatistical EvidenceBiostatisticsStatistical Inference	1961	17.8K
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
Posterior Summarization in Bayesian Phylogenetics Using Tracer 1.7 Andrew Rambaut, Alexei J. Drummond, Dong Xie, Systematic Biology Markov Chain Monte CarloPhylogenetic AnalysisPhylogeneticsMolecular EcologyBiogeography	2018	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
Bayesian Model Selection in Social Research Adrian E. Raftery Sociological Methodology Bayesian StatisticEngineeringSocioeconomicsSociological MethodSocial Stratification	1995	6.8K
Sampling-Based Approaches to Calculating Marginal Densities Alan E. Gelfand, A. F. M. Smith Journal of the American Statistical Association Bayesian StatisticsDensity EstimationSampling TheoryBiostatisticsStatistical Inference	1990	6.6K
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
A Direct Approach to False Discovery Rates John D. Storey Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringStatistical FoundationInformation ForensicsData ScienceData Mining	2002	5.7K
An Introduction to Statistical Methods and Data Analysis Technometrics Bayesian StatisticsEngineeringStatistical MethodsData ScienceStatistical Thinking	1994	5.4K

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