Tutorial: Power analyses for interaction effects in cross-sectional regressions

Interaction analyses (also termed 'moderation'analyses or 'moderated multiple regression')
are a form of linear regression analysis designed to test whether the association between …

Connectome-based fingerprinting: reproducibility, precision, and behavioral prediction

J Ramduny, C Kelly - Neuropsychopharmacology, 2024 - nature.com
Functional magnetic resonance imaging-based functional connectivity enables the non-
invasive mapping of individual differences in brain functional organization to individual …

Tutorial: Power analyses for interaction effects in cross-sectional regressions

DAA Baranger, MC Finsaas… - … in Methods and …, 2023 - journals.sagepub.com
Interaction analyses (also termed “moderation” analyses or “moderated multiple regression”)
are a form of linear regression analysis designed to test whether the association between …

The assessment of replicability using the sum of p-values

L Held, S Pawel, C Micheloud - Royal Society Open …, 2024 - royalsocietypublishing.org
Statistical significance of both the original and the replication study is a commonly used
criterion to assess replication attempts, also known as the two-trials rule in drug …

Closed-form power and sample size calculations for Bayes factors

S Pawel, L Held - arXiv preprint arXiv:2406.19940, 2024 - arxiv.org
Determining an appropriate sample size is a critical element of study design, and the
method used to determine it should be consistent with the planned analysis. When the …

Good fit is weak evidence of replication: increasing rigor through prior predictive similarity checking

W Bonifay, SD Winter, HF Skoblow, AL Watts - Assessment, 2024 - journals.sagepub.com
Replication provides a confrontation of psychological theory, not only in experimental
research, but also in model-based research. Goodness of fit (GOF) of the original model to …

Replication of null results: Absence of evidence or evidence of absence?

S Pawel, R Heyard, C Micheloud, L Held - Elife, 2024 - elifesciences.org
In several large-scale replication projects, statistically non-significant results in both the
original and the replication study have been interpreted as a 'replication success.'Here, we …

Bayesian approaches to designing replication studies.

S Pawel, G Consonni, L Held - Psychological Methods, 2023 - psycnet.apa.org
Replication studies are essential for assessing the credibility of claims from original studies.
A critical aspect of designing replication studies is determining their sample size; a too-small …

Assessing replicability with the sceptical pp‐value: Type‐I error control and sample size planning

C Micheloud, F Balabdaoui, L Held - Statistica Neerlandica, 2023 - Wiley Online Library
We study a statistical framework for replicability based on a recently proposed quantitative
measure of replication success, the sceptical pp‐value. A recalibration is proposed to obtain …

Correspondence measures for assessing replication success.

PM Steiner, P Sheehan, VC Wong - Psychological Methods, 2023 - psycnet.apa.org
Given recent evidence challenging the replicability of results in the social and behavioral
sciences, critical questions have been raised about appropriate measures for determining …