Comparing Methods for Factor Score Estimation in Structural Equation Modeling: The Role of Network Analysis

Deep Learning Generalized Structured Component Analysis: An Interpretable Artificial Neural Network Model with Composite Indexes

(2023) Gyeongcheol Cho et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Factor score estimation in multimethod measurement designs with planned missing data.

(2022) Mario Lawes et al.   PSYCHOLOGICAL METHODS

Estimating the number of factors in exploratory factor analysis via out-of-sample prediction errors.

(2022) Jonas M. B. Haslbeck et al.   PSYCHOLOGICAL METHODS

A systematic comparison of community detection algorithms for measuring selective exposure in co-exposure networks

(2021) Subhayan Mukerjee   Scientific Reports

The Uniform Dataset 3.0 Neuropsychological Battery: Factor Structure, Invariance Testing, and Demographically Adjusted Factor Score Calculation

(2020) Andrew M. Kiselica et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

High Prudent diet factor score predicts lower relapse hazard in early multiple sclerosis

(2020) Steve Simpson-Yap et al.   Multiple Sclerosis Journal

A Guide for Choosing Community Detection Algorithms in Social Network Studies: The Question Alignment Approach

(2020) Natalie R. Smith et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

A factor score reflecting cognitive functioning in patients from the Swiss Atrial Fibrillation Cohort Study (Swiss-AF)

(2020) Anne Springer et al.   PLoS One

A Pólya urn approach to information filtering in complex networks

(2019) Riccardo Marcaccioli et al.   Nature Communications

New Developments in Factor Score Regression: Fit Indices and a Model Comparison Test

(2019) Ines Devlieger et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Problems with Centrality Measures in Psychopathology Symptom Networks: Why Network Psychometrics Cannot Escape Psychometric Theory

(2019) Michael N. Hallquist et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Robustness of Individual Score Methods against Model Misspecification in Autoregressive Panel Models

(2019) Katinka Hardt et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Medical specialists’ basic psychological needs, and motivation for work and lifelong learning: a two-step factor score path analysis

(2019) Stéphanie M. E. van der Burgt et al.   BMC Medical Education

Latent Variable Models and Networks: Statistical Equivalence and Testability

(2019) Riet van Bork et al.   MULTIVARIATE BEHAVIORAL RESEARCH

blavaan: Bayesian Structural Equation Models via Parameter Expansion

(2018) Edgar C. Merkle et al.   Journal of Statistical Software

Robustness Conditions for MIIV-2SLS When the Latent Variable or Measurement Model is Structurally Misspecified

(2018) Kenneth A. Bollen et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Comparison of Frequentist and Bayesian Regularization in Structural Equation Modeling

(2018) Ross Jacobucci et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

An Introduction to Network Psychometrics: Relating Ising Network Models to Item Response Theory Models

(2017) M. Marsman et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Generalized Network Psychometrics: Combining Network and Latent Variable Models

(2017) Sacha Epskamp et al.   PSYCHOMETRIKA

Exploratory graph analysis: A new approach for estimating the number of dimensions in psychological research

(2017) Hudson F. Golino et al.   PLoS One

Patient satisfaction with the healthcare system: Assessing the impact of socio-economic and healthcare provision factors

(2016) Sofia Xesfingi et al.   BMC HEALTH SERVICES RESEARCH

Hypothesis Testing Using Factor Score Regression

(2016) Ines Devlieger et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Improving Factor Score Estimation Through the Use of Observed Background Characteristics

(2016) Patrick J. Curran et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

lavaan: AnRPackage for Structural Equation Modeling

(2015) Yves Rosseel   Journal of Statistical Software

Network Analysis: An Integrative Approach to the Structure of Psychopathology

(2013) Denny Borsboom et al.   Annual Review of Clinical Psychology

A Comparison of Factor Score Estimation Methods in the Presence of Missing Data: Reliability and an Application to Nicotine Dependence

(2013) Ryne Estabrook et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Spread of risk across financial markets: better to invest in the peripheries

(2013) F. Pozzi et al.   Scientific Reports

Network Analysis in the Social Sciences

(2009) S. P. Borgatti et al.   SCIENCE

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT