The current status of temporal network analysis for clinical science: Considerations as the paradigm shifts?
Objective Network analysis in psychology has ushered in a potentially revolutionary way of
analyzing clinical data. One novel methodology is in the construction of temporal networks …
analyzing clinical data. One novel methodology is in the construction of temporal networks …
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 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 …
Auditing the research practices and statistical analyses of the group-level temporal network approach to psychological constructs: A systematic sco** review
Network analyses have become increasingly common within the field of psychology, and
temporal network analyses in particular are quickly gaining traction, with many of the initial …
temporal network analyses in particular are quickly gaining traction, with many of the initial …
mgm: Estimating time-varying mixed graphical models in high-dimensional data
We present the R package mgm for the estimation of k-order mixed graphical models
(MGMs) and mixed vector autoregressive (mVAR) models in high-dimensional data. These …
(MGMs) and mixed vector autoregressive (mVAR) models in high-dimensional data. These …
Eye contact marks the rise and fall of shared attention in conversation
Conversation is the platform where minds meet: the venue where information is shared,
ideas cocreated, cultural norms shaped, and social bonds forged. Its frequency and ease …
ideas cocreated, cultural norms shaped, and social bonds forged. Its frequency and ease …
Social media use and well-being: A prospective experience-sampling study
Facebook and Instagram are currently the most popular Social Network Sites (SNS) for
young adults. A large amount of research examined the relationship between these SNS …
young adults. A large amount of research examined the relationship between these SNS …
Trust in everyday life.
Although trust plays a pivotal role in many aspects of life, very little is known about the
manifestation of trust and distrust in everyday life. In this work, we integrated several prior …
manifestation of trust and distrust in everyday life. In this work, we integrated several prior …
Using network analysis for the prediction of treatment dropout in patients with mood and anxiety disorders: A methodological proof-of-concept study
There are large health, societal, and economic costs associated with attrition from
psychological services. The recently emerged, innovative statistical tool of complex network …
psychological services. The recently emerged, innovative statistical tool of complex network …
Consistency and change in idiographic personality: A longitudinal ESM network study.
The study of personality development primarily focuses on between-person, nomothetic
assessments of personality using assessments of personality traits. An alternative approach …
assessments of personality using assessments of personality traits. An alternative approach …