[HTML][HTML] Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review

J Patel, C Hung, TR Katapally - Psychiatry Research, 2024 - Elsevier
The youth mental health crisis is exacerbated by limited access to care and resources.
Mobile health (mHealth) platforms using predictive artificial intelligence (AI) can improve …

Comparing spike and slab priors for Bayesian variable selection

G Malsiner-Walli, H Wagner - arXiv preprint arXiv:1812.07259, 2018 - arxiv.org
An important task in building regression models is to decide which regressors should be
included in the final model. In a Bayesian approach, variable selection can be performed …

[图书][B] Analysis of mixed data: methods & applications

AR De Leon, KC Chough - 2013 - books.google.com
A comprehensive source on mixed data analysis, Analysis of Mixed Data: Methods &
Applications summarizes the fundamental developments in the field. Case studies are used …

Hierarchical Bayesian random intercept model-based cross-level interaction decomposition for truck driver injury severity investigations

C Chen, G Zhang, Z Tian, SM Bogus, Y Yang - Accident Analysis & …, 2015 - Elsevier
Traffic crashes occurring on rural roadways induce more severe injuries and fatalities than
those in urban areas, especially when there are trucks involved. Truck drivers are found to …

Beneath the surface: Unearthing within-person variability and mean relations with Bayesian mixed models.

DR Williams, J Mulder, JN Rouder… - Psychological methods, 2021 - psycnet.apa.org
Mixed-effects models are becoming common in psychological science. Although they have
many desirable features, there is still untapped potential. It is customary to view …

Charting self‐esteem during marital dissolution

W Bleidorn, T Schwaba, JJA Denissen… - Journal of …, 2021 - Wiley Online Library
Objective The purpose of this study was to chart changes in self‐esteem before and after
marital dissolution to identify the factors that shape individuals' self‐esteem during this life …

Putting the individual into reliability: Bayesian testing of homogeneous within-person variance in hierarchical models

DR Williams, SR Martin, P Rast - Behavior research methods, 2022 - Springer
Measurement reliability is a fundamental concept in psychology. It is traditionally considered
a stable property of a questionnaire, measurement device, or experimental task. Although …

Sparse Bayesian modelling of underreported count data

M Dvorzak, H Wagner - Statistical Modelling, 2016 - journals.sagepub.com
We consider Bayesian inference for regression models of count data subject to
underreporting. For the data generating process of counts as well as the fallible reporting …

On the white, the black, and the many shades of gray in between: Our reply to Van Ravenzwaaij and Wagenmakers (2021).

JN Tendeiro, HAL Kiers - 2022 - psycnet.apa.org
In 2019 we wrote an article (Tendeiro & Kiers, 2019) in Psychological Methods over null
hypothesis Bayesian testing and its working horse, the Bayes factor. Recently, van …

Operations‐related structural flux: Firm performance effects of executives' appointments and exits

S Vaid, M Ahearne, R Krause - Production and Operations …, 2021 - journals.sagepub.com
Conceptualized as a meta‐construct, operations‐related structural flux (ORSF) refers to
appointments and exits—voluntary or involuntary—of operations‐related executives, to and …