Indices of effect existence and significance in the Bayesian framework

D Makowski, MS Ben-Shachar, SHA Chen… - Frontiers in …, 2019 - frontiersin.org
Turmoil has engulfed psychological science. Causes and consequences of the
reproducibility crisis are in dispute. With the hope of addressing some of its aspects …

How to develop, test, and extend multinomial processing tree models: A tutorial.

O Schmidt, E Erdfelder, DW Heck - Psychological Methods, 2023 - psycnet.apa.org
Many psychological theories assume that observable responses are determined by multiple
latent processes. Multinomial processing tree (MPT) models are a class of cognitive models …

Who lies? A large-scale reanalysis linking basic personality traits to unethical decision making

DW Heck, I Thielmann, M Moshagen… - Judgment and Decision …, 2018 - cambridge.org
Previous research has established that higher levels of trait Honesty-Humility (HH) are
associated with less dishonest behavior in cheating paradigms. However, only imprecise …

Multinomial models with linear inequality constraints: Overview and improvements of computational methods for Bayesian inference

DW Heck, CP Davis-Stober - Journal of mathematical psychology, 2019 - Elsevier
Many psychological theories can be operationalized as linear inequality constraints on the
parameters of multinomial distributions (eg, discrete choice analysis). These constraints can …

Accelerometer-based detection of African swine fever infection in wild boar

K Morelle, JA Barasona, J Bosch… - … of the Royal …, 2023 - royalsocietypublishing.org
Infectious wildlife diseases that circulate at the interface with domestic animals pose
significant threats worldwide and require early detection and warning. Although animal …

Bayesian hypothesis testing for Gaussian graphical models: Conditional independence and order constraints

DR Williams, J Mulder - Journal of Mathematical Psychology, 2020 - Elsevier
Gaussian graphical models (GGM; partial correlation networks) have become increasingly
popular in the social and behavioral sciences for studying conditional (in) dependencies …

On the relationship between Openness to Experience, political orientation, and pro-environmental behavior

SA Klein, DW Heck, G Reese, BE Hilbig - Personality and Individual …, 2019 - Elsevier
Previous research consistently showed that Openness to Experience is positively linked to
pro-environmental behavior. However, this does not appear to hold whenever pro …

Behavioural self‐control training versus motivational enhancement therapy for individuals with alcohol use disorder with a goal of controlled drinking: a randomized …

SI Hammarberg, S Wallhed Finn, I Rosendahl… - …, 2024 - Wiley Online Library
Background and aims Controlled drinking (CD) is an attractive treatment goal for a large
proportion of individuals with alcohol use disorder (AUD), but the availability of treatment …

Bayesian hierarchical modeling: An introduction and reassessment

M Veenman, AM Stefan, JM Haaf - Behavior Research Methods, 2024 - Springer
With the recent development of easy-to-use tools for Bayesian analysis, psychologists have
started to embrace Bayesian hierarchical modeling. Bayesian hierarchical models provide …

Interindividual differences in the sensitivity for consequences, moral norms, and preferences for inaction: Relating basic personality traits to the CNI model

M Kroneisen, DW Heck - Personality and Social Psychology …, 2020 - journals.sagepub.com
Research on moral decision making usually focuses on two ethical principles: the principle
of utilitarianism (= morality of an action is determined by its consequences) and the principle …