[HTML][HTML] Network analysis of multivariate data in psychological science

D Borsboom, MK Deserno, M Rhemtulla… - Nature Reviews …, 2021 - nature.com
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …

The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research

DJ Robinaugh, RHA Hoekstra, ER Toner… - Psychological …, 2020 - cambridge.org
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …

[HTML][HTML] Psychopathological networks: Theory, methods and practice

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
In recent years, network approaches to psychopathology have sparked much debate and
have had a significant impact on how mental disorders are perceived in the field of clinical …

A review of approaches and models in psychopathology conceptualization research

NR Eaton, LF Bringmann, T Elmer, EI Fried… - Nature Reviews …, 2023 - nature.com
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …

A mini review of node centrality metrics in biological networks

M Wang, H Wang, H Zheng - International Journal of Network …, 2022 - pure.ulster.ac.uk
The diversity of nodes in a complex network causes each node to have varying significance,
and the important nodes often have a significant impact on the structure and function of the …

A conceptual introduction to Bayesian model averaging

M Hinne, QF Gronau, D van den Bergh… - … in Methods and …, 2020 - journals.sagepub.com
Many statistical scenarios initially involve several candidate models that describe the data-
generating process. Analysis often proceeds by first selecting the best model according to …

Prenatal exposure to perfluoroalkyl substances associated with increased susceptibility to liver injury in children

N Stratakis, DV Conti, R Jin, K Margetaki, D Valvi… - Hepatology, 2020 - journals.lww.com
The severe acute respiratory syndrome coronavirus 2 pandemic has drastically altered all
facets of clinical care and research. Clinical research in hepatology has had a rich tradition …

[图书][B] Network psychometrics with R: A guide for behavioral and social scientists

AM Isvoranu, S Epskamp, L Waldorp, D Borsboom - 2022 - books.google.com
A systematic, innovative introduction to the field of network analysis, Network Psychometrics
with R: A Guide for Behavioral and Social Scientists provides a comprehensive overview of …

[HTML][HTML] Person-specific networks in psychopathology: Past, present, and future

LF Bringmann - Current opinion in psychology, 2021 - Elsevier
In the psychological network approach, mental disorders such as major depressive disorder
are conceptualized as networks. The network approach focuses on the symptom structure or …

The network approach to posttraumatic stress disorder: A systematic review

MS Birkeland, T Greene, TR Spiller - European Journal of …, 2020 - Taylor & Francis
Background: The empirical literature of network analysis studies of posttraumatic stress
symptoms (PTSS) has grown rapidly over the last years. Objective: We aimed to assess the …