Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling

D Shi, AP Christensen, EA Day, HF Golino… - Multivariate …, 2024 - Taylor & Francis
To understand psychological data, it is crucial to examine the structure and dimensions of
variables. In this study, we examined alternative estimation algorithms to the conventional …

[PDF][PDF] A Bayesian approach for dimensionality assessment in psychological networks

D Shi, AP Christensen, E Day, H Golino, LE Garrido - 2023 - r-ega.net
To understand psychological data, it is crucial to examine the structure and dimensions of
variables. In this study, two Bayesian approaches were developed in network psychometric …

[PDF][PDF] A version of this article has been accepted for publication in Multivariate Behavioral Research, published by Taylor & Francis, available at

D Shi, AP Christensen, EA Day, HF Golino, LE Garrido - osf.io
To understand psychological data, it is crucial to examine the structure and dimensions of
variables. In this study, we examined alternative estimation algorithms to the conventional …