Dangers of the defaults: A tutorial on the impact of default priors when using Bayesian SEM with small samples

SC Smid, SD Winter - Frontiers in Psychology, 2020 - frontiersin.org
When Bayesian estimation is used to analyze Structural Equation Models (SEMs), prior
distributions need to be specified for all parameters in the model. Many popular software …

The importance of prior sensitivity analysis in Bayesian statistics: demonstrations using an interactive Shiny App

S Depaoli, SD Winter, M Visser - Frontiers in psychology, 2020 - frontiersin.org
The current paper highlights a new, interactive Shiny App that can be used to aid in
understanding and teaching the important task of conducting a prior sensitivity analysis …

Extraversion, social interactions, and well-being during the COVID-19 pandemic: Did extraverts really suffer more than introverts?

L Kroencke, S Humberg, SM Breil… - Journal of personality …, 2023 - psycnet.apa.org
A large body of research suggests that extraversion is positively related to well-being.
However, it is unclear whether this association can be explained by social participation (ie …

A hierarchical latent response model for inferences about examinee engagement in terms of guessing and item‐level non‐response

E Ulitzsch, M von Davier, S Pohl - British Journal of …, 2020 - Wiley Online Library
In low‐stakes assessments, test performance has few or no consequences for examinees
themselves, so that examinees may not be fully engaged when answering the items. Instead …

Self-regulatory strategy use, efficacy, and strategy-situation-fit in self-control conflicts of initiation, persistence, and inhibition

M Wenzel, S Bürgler, V Brandstätter… - European Journal …, 2024 - journals.sagepub.com
Self-control is the ability to (1) initiate, and (2) persist in boring, difficult or disliked activity,
and to (3) inhibit impulses to act. We explored the self-regulatory strategies that people use …

Bayesian hierarchical response time modelling—A tutorial

C Koenig, B Becker, E Ulitzsch - British Journal of Mathematical …, 2023 - Wiley Online Library
Response time modelling is develo** rapidly in the field of psychometrics, and its use is
growing in psychology. In most applications, component models for response times are …

Continuous-time modeling of the bidirectional relationship between incidental affect and physical activity

GR Ruissen, MR Beauchamp… - Annals of Behavioral …, 2022 - academic.oup.com
Background Previous research suggests that there is a bidirectional relationship between
incidental affect (ie, how people feel in day-to-day life) and physical activity behavior …

How within-person effects shape between-person differences: A multilevel structural equation modeling perspective.

AB Neubauer, A Brose, F Schmiedek - Psychological methods, 2023 - psycnet.apa.org
Various theoretical accounts suggest that within-person effects relating to everyday
experiences (assessed, eg, via experience sampling studies or daily diary studies) are a …

A Bayesian many-facet Rasch model with Markov modeling for rater severity drift

M Uto - Behavior research methods, 2023 - Springer
Fair performance assessment requires consideration of the effects of rater severity on
scoring. The many-facet Rasch model (MFRM), an item response theory model that …

Multilevel analysis of mediation, moderation, and nonlinear effects in small samples, using expected a posteriori estimates of factor scores

S Zitzmann, C Helm - Structural Equation Modeling: A …, 2021 - Taylor & Francis
In the analysis of hierarchical data, multilevel structural equation modeling (multilevel SEM)
has become the standard in the social sciences. To estimate these models, maximum …