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Chapter 15 Bayes factors | An Introduction to Bayesian Data Analysis for Cognitive Science
Model Comparison
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Power of Bayesian Statistics & Probability | Data Analysis
AIC, BIC and APRESS statistics (alpha: adjustable parameter α). | Download Scientific Diagram
Bayes Factors • bayestestR
Easy computation of the Bayes factor to fully quantify Occam's razor in least-squares fitting and to guide actions | Scientific Reports
Statistical modelling, model fitting and BIC for dummies — NephJC
RPubs - How to compute Bayes factors using lm, lmer, BayesFactor, brms, and JAGS/stan/pymc3
Bayesian Analysis Reporting Guidelines | Nature Human Behaviour
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A Conceptual Introduction to Bayesian Model Averaging - Max Hinne, Quentin F. Gronau, Don van den Bergh, Eric-Jan Wagenmakers, 2020
Model Selection with AIC & BIC. AIC (Akaike Information Criterion) and… | by Yaokun Lin @ MachineLearningQuickNotes | Medium
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How Can We Interpret Inferences with Bayesian Hypothesis Tests? | Replicability-Index
The worlds of AIC and BIC contrasted. | Download Table
Chapter 15 Bayes factors | An Introduction to Bayesian Data Analysis for Cognitive Science
Bayes Factors and BIC: Comment on “A Critique of the Bayesian Information Criterion for Model Selection” - ADRIAN E. RAFTERY, 1999
AIC & BIC for Selecting Regression Models: Formula, Examples
