Keyword

Bayesian hypothesis testing

Description: A statistical approach to evaluating hypotheses using Bayesian probabilities, prior beliefs, and observed evidence.

Primary topic: Statistical Methods and Bayesian Inference (37%)

OpenAlex ID: keywords/bayesian-hypothesis-testing

Bayes Factors

1995 · Robert E. Kass, Adrian E. Raftery · Journal of the American Statistical Association · 12,502

A practical solution to the pervasive problems ofp values

2007 · Eric-Jan Wagenmakers · Psychonomic Bulletin & Review · 2,485

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Bayes Factors

1995 · Robert E. Kass, Adrian E. Raftery · Journal of the American Statistical Association · 2,317

Bayesian Theory

1994 · José M. Bernardo, Adrian F. M. Smith · Wiley series in probability and statistics · 2,175

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

2014 · John K. Kruschke · Thammasat University Digital Collections · 1,733

Bayesian inference for psychology. Part II: Example applications with JASP

2017 · Eric-Jan Wagenmakers, Jonathon Love, et al. · Psychonomic Bulletin & Review · 1,716

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Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications

2017 · Eric-Jan Wagenmakers, Maarten Marsman, et al. · Psychonomic Bulletin & Review · 1,629

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A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion

1995 · Robert E. Kass, Larry Wasserman · Journal of the American Statistical Association · 1,254

BayesFactor: Computation of Bayes Factors for Common Designs

2012 · Richard D. Morey, Jeffrey N. Rouder · 1,173

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The Insignificance of Statistical Significance Testing

1999 · Douglas H. Johnson · Journal of Wildlife Management · 1,104

Astrometry.net: Blind Astrometric Calibration of Arbitrary Astronomical Images

2010 · Dustin Lang, David W. Hogg, et al. · The Astronomical Journal · 1,062

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Revised standards for statistical evidence

2013 · Valen E. Johnson · Proceedings of the National Academy of Sciences · 808

Posterior Predictive $p$-Values

1994 · Xiao-Li Meng · The Annals of Statistics · 790

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Bayesian hypothesis testing for psychologists: A tutorial on the Savage–Dickey method

2010 · Eric-Jan Wagenmakers, Tom Lodewyckx, et al. · Cognitive Psychology · 731

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Rejecting or Accepting Parameter Values in Bayesian Estimation

2018 · John K. Kruschke · Advances in Methods and Practices in Psychological Science · 729

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Bayes factor design analysis: Planning for compelling evidence

2017 · Felix D. Schönbrodt, Eric-Jan Wagenmakers · Psychonomic Bulletin & Review · 729

What If There Were No Significance Tests?

2013 · Psychology Press eBooks · 667

Using Bayes factor hypothesis testing in neuroscience to establish evidence of absence

2020 · Christian Keysers, Valeria Gazzola, et al. · Nature Neuroscience · 652

PhyloSift: phylogenetic analysis of genomes and metagenomes

2014 · Aaron E. Darling, Guillaume Jospin, et al. · PeerJ · 631

Bayes factor approaches for testing interval null hypotheses.

2011 · Richard D. Morey, Jeffrey N. Rouder · Psychological Methods · 583

Posterior odds ratios for selected regression hypotheses

1980 · A. Zellner, A. Siow · Trabajos de Estadistica y de Investigacion Operativa · 466

Bayesian Item Response Modeling

2010 · Jean-Paul Fox · Springer eBooks · 448

Performing high‐powered studies efficiently with sequential analyses

2014 · Daniël Lakens · European Journal of Social Psychology · 414

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Bayesian alternatives for common null-hypothesis significance tests in psychiatry: a non-technical guide using JASP

2018 · Daniel S. Quintana, Donald R. Williams · BMC Psychiatry · 408

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The importance of proving the null.

2009 · C. R. Gallistel · Psychological Review · 389

Works count: 2,876

Citation count: 69,020