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 …

Testing similarity in longitudinal networks: The Individual Network Invariance Test.

RHA Hoekstra, S Epskamp, AA Nierenberg… - Psychological …, 2024 - psycnet.apa.org
The comparison of idiographic network structures to determine the presence of
heterogeneity is a challenging endeavor in many applied settings. Previously, researchers …

Reporting standards for psychological network analyses in cross-sectional data.

J Burger, AM Isvoranu, G Lunansky… - Psychological …, 2023 - psycnet.apa.org
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …

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 …

Possible futures for network psychometrics

D Borsboom - Psychometrika, 2022 - Springer
This commentary reflects on the articles included in the Psychometrika Special Issue on
Network Psychometrics in Action. The contributions to the special issue are related to …

Which estimation method to choose in network psychometrics? Deriving guidelines for applied researchers.

AM Isvoranu, S Epskamp - Psychological methods, 2023 - psycnet.apa.org
The Gaussian graphical model (GGM) has recently grown popular in psychological
research, with a large body of estimation methods being proposed and discussed across …

A method for making inferences in network analysis: Comment on Forbes, Wright, Markon, and Krueger (2017).

D Steinley, M Hoffman, MJ Brusco, KJ Sher - 2017 - psycnet.apa.org
Abstract Forbes, Wright, Markon, and Krueger (2017) make a compelling case for
proceeding cautiously with respect to the overinterpretation and dissemination of results …

Social network analysis: A methodological introduction

CT Butts - Asian Journal of Social Psychology, 2008 - Wiley Online Library
Social network analysis is a large and growing body of research on the measurement and
analysis of relational structure. Here, we review the fundamental concepts of network …

An introduction to network psychometrics: Relating Ising network models to item response theory models

M Marsman, D Borsboom, J Kruis… - Multivariate …, 2018 - Taylor & Francis
In recent years, network models have been proposed as an alternative representation of
psychometric constructs such as depression. In such models, the covariance between …

Quantifying the reliability and replicability of psychopathology network characteristics

MK Forbes, AGC Wright, KE Markon… - Multivariate behavioral …, 2021 - Taylor & Francis
Pairwise Markov random field networks—including Gaussian graphical models (GGMs) and
Ising models—have become the “state-of-the-art” method for psychopathology network …