Bayesian statistics and modelling

R van de Schoot, S Depaoli, R King, B Kramer… - Nature Reviews …, 2021 - nature.com
Bayesian statistics is an approach to data analysis based on Bayes' theorem, where
available knowledge about parameters in a statistical model is updated with the information …

Analysis of dynamic psychological processes to understand and promote physical activity behaviour using intensive longitudinal methods: A primer

GR Ruissen, BD Zumbo, RE Rhodes… - Health Psychology …, 2022 - Taylor & Francis
Physical activity behaviour displays temporal variability, and is influenced by a range of
dynamic psychological processes (eg, affect) and shaped by various co-occurring events …

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 …

The association between stress mindset and physical and psychological wellbeing: Testing a stress beliefs model in police officers

JJ Keech, KL Cole, MS Hagger, K Hamilton - Psychology & Health, 2020 - Taylor & Francis
Objective: Emergency service workers like police officers experience high levels of stress in
the course of their regular duties. Holding particular stress mindsets may help to mitigate the …

On nomological validity and auxiliary assumptions: The importance of simultaneously testing effects in social cognitive theories applied to health behavior and some …

MS Hagger, DF Gucciardi… - Frontiers in …, 2017 - frontiersin.org
Tests of social cognitive theories provide informative data on the factors that relate to health
behavior, and the processes and mechanisms involved. In the present article, we contend …

The mediating role of resilience and self-esteem between negative life events and positive social adjustment among left-behind adolescents in China: a cross …

F Gao, Y Yao, C Yao, Y Xiong, H Ma, H Liu - BMC psychiatry, 2019 - Springer
Abstract Background In China, adolescents are frequently left behind by their parents. A
great deal of scientific evidence demonstrates considerable psychological and social …

Cross-trial prediction in psychotherapy: External validation of the Personalized Advantage Index using machine learning in two Dutch randomized trials comparing …

SC Van Bronswijk, SJE Bruijniks… - Psychotherapy …, 2021 - Taylor & Francis
Objective: Optimizing treatment selection may improve treatment outcomes in depression. A
promising approach is the Personalized Advantage Index (PAI), which predicts the optimal …

Depression in Danish and Swedish elite football players and its relation to perfectionism and anxiety

SN Jensen, A Ivarsson, J Fallby, S Dankers… - Psychology of Sport and …, 2018 - Elsevier
Objectives The aim of this study was to investigate the relation of perfectionism and anxiety
to depressive symptoms in Danish and Swedish male elite football players. Additionally, the …

Testing theory predictions and intervention mechanisms of action in sport and exercise psychology using meta-analysis.

MS Hagger, K Hamilton - Sport, Exercise, and Performance …, 2024 - psycnet.apa.org
Testing theoretical predictions in sport and exercise psychology typically involves
simultaneous tests of networks of proposed effects among psychological constructs and …

Role of parental and environmental characteristics in toddlers' physical activity and screen time: Bayesian analysis of structural equation models

EY Lee, KD Hesketh, RE Rhodes, CM Rinaldi… - International Journal of …, 2018 - Springer
Abstract Background Guided by the Socialization Model of Child Behavior (SMCB), this
cross-sectional study examined direct and indirect associations of parental cognitions and …