Bayesian analysis reporting guidelines

JK Kruschke - Nature human behaviour, 2021 - nature.com
Previous surveys of the literature have shown that reports of statistical analyses often lack
important information, causing lack of transparency and failure of reproducibility. Editors and …

A tutorial on Fisher information

A Ly, M Marsman, J Verhagen, RPPP Grasman… - Journal of Mathematical …, 2017 - Elsevier
In many statistical applications that concern mathematical psychologists, the concept of
Fisher information plays an important role. In this tutorial we clarify the concept of Fisher …

bridgesampling: An R package for estimating normalizing constants

QF Gronau, H Singmann… - Journal of Statistical …, 2020 - jstatsoft.org
Statistical procedures such as Bayes factor model selection and Bayesian model averaging
require the computation of normalizing constants (eg, marginal likelihoods). These …

Toward a principled Bayesian workflow in cognitive science.

DJ Schad, M Betancourt, S Vasishth - Psychological methods, 2021 - psycnet.apa.org
Experiments in research on memory, language, and in other areas of cognitive science are
increasingly being analyzed using Bayesian methods. This has been facilitated by the …

Workflow techniques for the robust use of bayes factors.

DJ Schad, B Nicenboim, PC Bürkner… - Psychological …, 2023 - psycnet.apa.org
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 …

Crowdsourcing hypothesis tests: Making transparent how design choices shape research results.

JF Landy, ML Jia, IL Ding, D Viganola… - Psychological …, 2020 - psycnet.apa.org
To what extent are research results influenced by subjective decisions that scientists make
as they design studies? Fifteen research teams independently designed studies to answer …

Age-related differences in recall and recognition: A meta-analysis

S Rhodes, NR Greene, M Naveh-Benjamin - Psychonomic Bulletin & …, 2019 - Springer
Relative to younger adults, older adults tend to perform more poorly on tests of both free
recall and item recognition memory. The age difference in performance is typically larger for …

Cognitive bias modification for behavior change in alcohol and smoking addiction: Bayesian meta-analysis of individual participant data

M Boffo, O Zerhouni, QF Gronau, RJJ van Beek… - Neuropsychology …, 2019 - Springer
Abstract Cognitive Bias Modification (CBM) refers to a family of interventions targeting
substance-related cognitive biases, which have been found to play a role in the …

Robust Bayesian meta-analysis: Addressing publication bias with model-averaging.

M Maier, F Bartoš, EJ Wagenmakers - Psychological Methods, 2023 - psycnet.apa.org
Meta-analysis is an important quantitative tool for cumulative science, but its application is
frustrated by publication bias. In order to test and adjust for publication bias, we extend …

[HTML][HTML] Interference patterns in subject-verb agreement and reflexives revisited: A large-sample study

LA Jäger, D Mertzen, JA Van Dyke… - Journal of Memory and …, 2020 - Elsevier
Cue-based retrieval theories in sentence processing predict two classes of interference
effect:(i) Inhibitory interference is predicted when multiple items match a retrieval cue: cue …