Exact One-Sided Bayes Factors for 2 by 2 Contingency Tables
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DOI: 10.1007/s00357-017-9244-8
Abstract: One-sided Bayes factors are obtained for the association in 2 by 2 tables, under three different sampling designs. These Bayes factors are relevant when one has a prior believe about the direction of an association.… read more here.
Keywords: one sided; factors contingency; exact one; sided bayes ... See more keywords
Workflow techniques for the robust use of bayes factors.
Sign Up to like & getrecommendations! Published in 2022 at "Psychological methods"
DOI: 10.1037/met0000472
Abstract: Inferences about hypotheses are ubiquitous in the cognitive sciences. Bayes factors provide one general way to compare different hypotheses by their compatibility with the observed data. Those quantifications can then also be used to choose… read more here.
Keywords: bayes factors; use bayes; robust use; techniques robust ... See more keywords
A Powerful Bayesian Test for Equality of Means in High Dimensions
Sign Up to like & getrecommendations! Published in 2018 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2017.1371024
Abstract: ABSTRACT We develop a Bayes factor-based testing procedure for comparing two population means in high-dimensional settings. In ‘large-p-small-n” settings, Bayes factors based on proper priors require eliciting a large and complex p × p covariance… read more here.
Keywords: means high; bayesian test; bayes factors; test equality ... See more keywords
Using the Bayes Factors to Evaluate Person Fit in the Item Response Theory
Sign Up to like & getrecommendations! Published in 2017 at "Applied Measurement in Education"
DOI: 10.1080/08957347.2017.1316275
Abstract: ABSTRACT In this article, we propose using the Bayes factors (BF) to evaluate person fit in item response theory models under the framework of Bayesian evaluation of an informative diagnostic hypothesis. We first discuss the… read more here.
Keywords: evaluate person; factors evaluate; person fit; bayes factors ... See more keywords
On Bayes factors for the linear model
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DOI: 10.1093/biomet/asy022
Abstract: SummaryWe show that the Bayes factor for testing whether a subset of coefficients are zero in the normal linear regression model gives the uniformly most powerful test amongst the class of invariant tests discussed in… read more here.
Keywords: linear model; bayes factors; class; factors linear ... See more keywords
Bayes factors for the linear ballistic accumulator model of decision-making
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DOI: 10.3758/s13428-017-0887-5
Abstract: Evidence accumulation models of decision-making have led to advances in several different areas of psychology. These models provide a way to integrate response time and accuracy data, and to describe performance in terms of latent… read more here.
Keywords: linear ballistic; bayes factors; model; decision making ... See more keywords
Replication Bayes factors from evidence updating
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DOI: 10.3758/s13428-018-1092-x
Abstract: We describe a general method that allows experimenters to quantify the evidence from the data of a direct replication attempt given data already acquired from an original study. These so-called replication Bayes factors are a… read more here.
Keywords: bayes factors; factors evidence; evidence updating; replication ... See more keywords