3 citations · 3 across the 4 of their papers we have counts for
4 papers
Perturbation graphs, invariant prediction and causal relations in psychology
Lourens Waldorp, Jolanda Kossakowski, Han L. J. van der Maas
Networks (graphs) in psychology are often restricted to settings without interventions. Here we consider a framework borrowed from biology that involves multiple interventions from…
Applying a Dynamical Systems Model and Network Theory to Major Depressive Disorder
Jolanda J Kossakowski, Marijke C M Gordijn, Harriette Riese +1
Mental disorders like major depressive disorder can be seen as complex dynamical systems. In this study we investigate the dynamic behaviour of individuals to see whether or not we…
Mean field dynamics of graphs I: Evolution of probabilistic cellular automata for random and small-world graphs
Lourens J. Waldorp, Jolanda J. Kossakowski
It was recently shown how graphs can be used to provide descriptions of psychopathologies, where symptoms of, say, depression, affect each other and certain configurations determin…
Mean Field Dynamics of Graphs II: Assessing the Risk for the Development of Phase Transitions in Empirical Data
Jolanda J Kossakowski, Marijke CM Gordijn, Harriette Riese +1
Psychological disorders like major depressive disorder can be seen as complex dynamical systems. By looking at symptom activation patterns, we can investigate the dynamic behaviour…