4 papers
Slow Context, Fast Symptoms: Multiscale Temporal Dynamics and Context-Induced Coupling in Psychological Systems
Kyuri Park, Denny Borsboom, Mike H. Lees +3
Psychological dynamics unfold across multiple timescales: symptoms and other psychological states can change rapidly, whereas social, environmental, biological, and developmental c…
What is your Prior Worth? Effective Sample Size and Sample Size Planning for Gaussian Graphical Models
Giuseppe Arena, Lourens Waldorp, Maarten Marsman
In Bayesian analysis, the prior effective sample size (ESS) expresses the information carried by a prior distribution in units of observations, quantifying how much independent inf…
Towards personalised intervention: A causal-dynamical framework to determine psychological treatment trajectories
Lourens Waldorp, Titus Mürtz, Anita Jansen +1
For approximately half of the individuals receiving mental health care, the results are suboptimal, even when treatments align with evidence-based guidelines. These limited effects…
Blume-Capel model: Estimation of a three stable state network for , and data
Lourens Waldorp, Jonas Dalege, Maarten Marsman +3
An extension of the Ising model is proposed as a viable alternative for data with values , and in the inverse problem, i.e., estimation of the parameters. This model i…