Network analysis of multivariate data in psychological science
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …
statistical association in multivariate psychological data. In these approaches, network …
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 …
Revisiting the theoretical and methodological foundations of depression measurement
Depressive disorders are among the leading causes of global disease burden, but there has
been limited progress in understanding the causes of and treatments for these disorders. In …
been limited progress in understanding the causes of and treatments for these disorders. In …
Transdiagnostic approaches to mental health problems: Current status and future directions.
Despite a longstanding and widespread influence of the diagnostic approach to mental ill
health, there is an emerging and growing consensus that such psychiatric nosologies may …
health, there is an emerging and growing consensus that such psychiatric nosologies may …
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 …
Bridge centrality: a network approach to understanding comorbidity
Recently, researchers in clinical psychology have endeavored to create network models of
the relationships between symptoms, both within and across mental disorders. Symptoms …
the relationships between symptoms, both within and across mental disorders. Symptoms …
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 …
Comparing network structures on three aspects: A permutation test.
CD Van Borkulo, R van Bork, L Boschloo… - Psychological …, 2023 - psycnet.apa.org
Network approaches to psychometric constructs, in which constructs are modeled in terms of
interactions between their constituent factors, have rapidly gained popularity in psychology …
interactions between their constituent factors, have rapidly gained popularity in psychology …
[BOOK][B] Principles and practice of structural equation modeling
RB Kline - 2023 - books.google.com
Significantly revised, the fifth edition of the most complete, accessible text now covers all
three approaches to structural equation modeling (SEM)--covariance-based SEM …
three approaches to structural equation modeling (SEM)--covariance-based SEM …
Network analysis of psychopathology: controversies and challenges
RJ McNally - Annual review of clinical psychology, 2021 - annualreviews.org
Empirical publications inspired by the network approach to psychopathology have increased
exponentially in the twenty-first century. The central idea that an episode of mental disorder …
exponentially in the twenty-first century. The central idea that an episode of mental disorder …