The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …
What do centrality measures measure in psychological networks?
Centrality indices are a popular tool to analyze structural aspects of psychological networks.
As centrality indices were originally developed in the context of social networks, it is unclear …
As centrality indices were originally developed in the context of social networks, it is unclear …
Which estimation method to choose in network psychometrics? Deriving guidelines for applied researchers.
The Gaussian graphical model (GGM) has recently grown popular in psychological
research, with a large body of estimation methods being proposed and discussed across …
research, with a large body of estimation methods being proposed and discussed across …
A network theory of mental disorders
D Borsboom - World psychiatry, 2017 - Wiley Online Library
In recent years, the network approach to psychopathology has been advanced as an
alternative way of conceptualizing mental disorders. In this approach, mental disorders arise …
alternative way of conceptualizing mental disorders. In this approach, mental disorders arise …
A tutorial on regularized partial correlation networks.
Recent years have seen an emergence of network modeling applied to moods, attitudes,
and problems in the realm of psychology. In this framework, psychological variables are …
and problems in the realm of psychology. In this framework, psychological variables are …
Estimating psychological networks and their accuracy: A tutorial paper
The usage of psychological networks that conceptualize behavior as a complex interplay of
psychological and other components has gained increasing popularity in various research …
psychological and other components has gained increasing popularity in various research …
Beyond the “at risk mental state” concept: transitioning to transdiagnostic psychiatry
The “at risk mental state” for psychosis approach has been a catalytic, highly productive
research paradigm over the last 25 years. In this paper we review that paradigm and …
research paradigm over the last 25 years. In this paper we review that paradigm and …
The Gaussian graphical model in cross-sectional and time-series data
We discuss the Gaussian graphical model (GGM; an undirected network of partial
correlation coefficients) and detail its utility as an exploratory data analysis tool. The GGM …
correlation coefficients) and detail its utility as an exploratory data analysis tool. The GGM …
The study of psychopathology from the network analysis perspective: A systematic review
Background: Network analysis (NA) is an analytical tool that allows one to explore the map
of connections and eventual dynamic influences among symptoms and other elements of …
of connections and eventual dynamic influences among symptoms and other elements of …
Psychometric network models from time-series and panel data
S Epskamp - Psychometrika, 2020 - Springer
Researchers in the field of network psychometrics often focus on the estimation of Gaussian
graphical models (GGMs)—an undirected network model of partial correlations—between …
graphical models (GGMs)—an undirected network model of partial correlations—between …