Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling - Shi, Dingjing; Christensen, Alexander P.; Day, Eric Anthony; Golino, Hudson F.; Garrido, Luis Eduardo (Multivariate behavioral research, 2025)
Keywords: Accuracy; Algorithms; Bayes Theorem; Bayesian analysis; Bayesian estimation; community detection algorithm; Computer Simulation; dimensionality assessment; Errors; Estimation; estimation procedures; Humans; Hypothesis testing; Modelling; Models, Psychological; Models, Statistical; Monte Carlo Method; Monte Carlo simulation; Network psychometrics; Psychometrics; Psychometrics - methods; Regularization; Sampling methods; estimation procedures; dimensionality assessment; community detection algorithm; Bayesian estimation; Network psychometrics