A review of applications of the Bayes factor in psychological research.
The last 25 years have shown a steady increase in attention for the Bayes factor as a tool for
hypothesis evaluation and model selection. The present review highlights the potential of …
hypothesis evaluation and model selection. The present review highlights the potential of …
A review of Bayesian hypothesis testing and its practical implementations
Z Wei, A Yang, L Rocha, MF Miranda, FS Nathoo - Entropy, 2022 - mdpi.com
We discuss hypothesis testing and compare different theories in light of observed or
experimental data as fundamental endeavors in the sciences. Issues associated with the p …
experimental data as fundamental endeavors in the sciences. Issues associated with the p …
[PDF][PDF] BGGM: Bayesian Gaussian graphical models in R
The R package BGGM provides tools for making Bayesian inference in Gaussian graphical
models (GGM). The methods are organized around two general approaches for Bayesian …
models (GGM). The methods are organized around two general approaches for Bayesian …
[HTML][HTML] Bayesian lesion-deficit inference with Bayes factor map**: Key advantages, limitations, and a toolbox
Statistical lesion-symptom map** is largely dominated by frequentist approaches with null
hypothesis significance testing. They are popular for map** functional brain anatomy but …
hypothesis significance testing. They are popular for map** functional brain anatomy but …
Advantages masquerading as “issues” in Bayesian hypothesis testing: A commentary on Tendeiro and Kiers (2019).
D van Ravenzwaaij, EJ Wagenmakers - 2022 - psycnet.apa.org
Tendeiro and Kiers (2019) provide a detailed and scholarly critique of Null Hypothesis
Bayesian Testing (NHBT) and its central component—the Bayes factor—that allows …
Bayesian Testing (NHBT) and its central component—the Bayes factor—that allows …
Bayesian evidence synthesis for informative hypotheses: An introduction.
I Klugkist, TB Volker - Psychological Methods, 2023 - psycnet.apa.org
To establish a theory one needs cleverly designed and well-executed studies with
appropriate and correctly interpreted statistical analyses. Equally important, one also needs …
appropriate and correctly interpreted statistical analyses. Equally important, one also needs …
How and why alpha should depend on sample size: A Bayesian-frequentist compromise for significance testing
In management research, fixed alpha levels in statistical testing are ubiquitous. However, in
highly powered studies, they can lead to Lindley's paradox, a situation where the null …
highly powered studies, they can lead to Lindley's paradox, a situation where the null …
[HTML][HTML] Early protein energy malnutrition impacts life-long developmental trajectories of the sources of EEG rhythmic activity
Abstract Protein Energy Malnutrition (PEM) has lifelong consequences on brain
development and cognitive function. We studied the lifelong developmental trajectories of …
development and cognitive function. We studied the lifelong developmental trajectories of …
Efficacy and utilization of an acceptance and commitment therapy‐based smartphone application for smoking cessation among Black adults: secondary analysis of the …
M Santiago‐Torres, KE Mull, BM Sullivan, D Kwon… - …, 2022 - Wiley Online Library
Background and aims Black adults who smoke are less likely to seek treatment and to
succeed in quitting compared with other racial groups. The lack of efficacious and engaging …
succeed in quitting compared with other racial groups. The lack of efficacious and engaging …
Object recognition ability predicts category learning with medical images
We investigated the relationship between category learning and domain-general object
recognition ability (o). We assessed this relationship in a radiological context, using a …
recognition ability (o). We assessed this relationship in a radiological context, using a …