Bayesian data analysis.
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Summary
A fatal flaw of NHST is reviewed and some benefits of Bayesian data analysis are introduced and illustrative examples of multiple comparisons in Bayesian analysis of variance and Bayesian approaches to statistical power are presented.
- Type
- article
- Published
- 2010-09-01
- Cited by
- 11,671
- References
- 74
- OpenAlex
- https://openalex.org/W1977234485
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:7101807
Keywords
Bayesian probability, Bayesian statistics, Bayesian econometrics, Computer science, Cognition
References
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- Ockham's Razor and Bayesian Analysis
- A Tutorial on Simulation of Queueing Models
- THE BAYESIAN APPROACH TO THE INTERPRETATION OF ARCHAEOLOGICAL DATA
- Gentleman R: R: A language for data analysis and graphics
- Bayesian learning theory applied to human cognition.
- Bayesian Data Analysis
- Three case studies in the Bayesian analysis of cognitive models
- No evidence for rule-based processing in the inverse base-rate effect
- Bayesian t tests for accepting and rejecting the null hypothesis
- Bayesian multiple comparisons using dirichlet process priors
- Data Analysis Using Regression and Multilevel/Hierarchical Models
- Discussion of papers by Dempster and Aitkin
- What is confidence? Part 2: Detailed definition and determination of confidence intervals.
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