S Demic, S Cheng - PLoS One, 2014 - journals.plos.org
… Dynamical systems model of major depressive disorder To model the dynamics of depression, we … We call this variable M, loosely for mood. M<0 indicates that the person suffers from …
RA Heath, EM Heiby, IS Pagano - 2007 - psycnet.apa.org
… disorders, current methods of assessment, and the dynamic nature of mood disorders. We then indicate various techniques for dynamicmodeling, and then we offer and empirically test …
J Malamud, S Guloksuz, R van Winkel… - PLOS Computational …, 2024 - journals.plos.org
… have not been frequently employed to examine mood time series, especially when … individual differences in mooddynamics. After a brief explanation of state space modeling, we outline …
… in mooddynamics in depression and the participants might no longer be depressed 12 weeks … Due to our small sample size, we limited our LPAs to a maximum of 4 profile models. We …
… to depression, we continue to have an incomplete understanding of how depression influences affective dynamics … growth curve models to evaluate whether PA and NA dynamic indices …
DA Sbarra, JJB Allen - Journal of Abnormal Psychology, 2009 - psycnet.apa.org
… Prior to evaluating the bivariate LDS model, we fit a series of univariate dual-change score models to the observed sleep and mood data to describe their basic trajectories of change. …
… models from other areas of science show that strong connections between elements of a dynamic … stronger connections will end up in a depressed state more easily than a system with …
… realization in a dynamic description, the random-mood model, which depicts mood as governed … Current moodmodels are based on data collected in long-term observational studies. …
… , we use dynamical system and control theory to investigate fluctuations in mood and emotions (… Finally, we discuss the advantages and limitations of using a complex dynamicalmodels …