[HTML][HTML] How many participants do we have to include in properly powered experiments? A tutorial of power analysis with reference tables
M Brysbaert - Journal of cognition, 2019 - ncbi.nlm.nih.gov
Given that an effect size of d=. 4 is a good first estimate of the smallest effect size of interest
in psychological research, we already need over 50 participants for a simple comparison of …
in psychological research, we already need over 50 participants for a simple comparison of …
Aspiring to greater intellectual humility in science
The replication crisis in the social, behavioural and life sciences has spurred a reform
movement aimed at increasing the credibility of scientific studies. Many of these credibility …
movement aimed at increasing the credibility of scientific studies. Many of these credibility …
A conceptual introduction to Bayesian model averaging
Many statistical scenarios initially involve several candidate models that describe the data-
generating process. Analysis often proceeds by first selecting the best model according to …
generating process. Analysis often proceeds by first selecting the best model according to …
Workflow techniques for the robust use of bayes factors.
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 …
one general way to compare different hypotheses by their compatibility with the observed …
Big little lies: a compendium and simulation of p-hacking strategies
In many research fields, the widespread use of questionable research practices has
jeopardized the credibility of scientific results. One of the most prominent questionable …
jeopardized the credibility of scientific results. One of the most prominent questionable …
[HTML][HTML] A practical guide for researchers and reviewers using the ABCD Study and other large longitudinal datasets
As the largest longitudinal study of adolescent brain development and behavior to date, the
Adolescent Brain Cognitive Development (ABCD) Study® has provided immense …
Adolescent Brain Cognitive Development (ABCD) Study® has provided immense …
Toward a principled Bayesian workflow in cognitive science.
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 …
increasingly being analyzed using Bayesian methods. This has been facilitated by the …
How do I know what my theory predicts?
Z Dienes - Advances in Methods and Practices in …, 2019 - journals.sagepub.com
To get evidence for or against a theory relative to the null hypothesis, one needs to know
what the theory predicts. The amount of evidence can then be quantified by a Bayes factor …
what the theory predicts. The amount of evidence can then be quantified by a Bayes factor …
Reported self-control is not meaningfully associated with inhibition-related executive function: A Bayesian analysis
Self-control is assessed using a remarkable array of measures. In a series of five data-sets
(overall N= 2,641) and a mini meta-analysis, we explored the association between …
(overall N= 2,641) and a mini meta-analysis, we explored the association between …
[HTML][HTML] Improving the utility of non-significant results for educational research: A review and recommendations
When used appropriately, non-significant p-values have the potential to further our
understanding of what does not work in education, and why. When misinterpreted, they can …
understanding of what does not work in education, and why. When misinterpreted, they can …