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[SÁCH][B] Longitudinal structural equation modeling: A comprehensive introduction
JT Newsom - 2023 - taylorfrancis.com
Longitudinal Structural Equation Modeling is a comprehensive resource that reviews
structural equation modeling (SEM) strategies for longitudinal data to help readers …
structural equation modeling (SEM) strategies for longitudinal data to help readers …
Psychopathology and resilience following strict COVID-19 lockdowns in Hubei, China: Examining person-and context-level predictors for longitudinal trajectories.
Abstract In Hubei, China, where the coronavirus disease (COVID-19) epidemic first
emerged, the government has enforced strict quarantine and lockdown measures …
emerged, the government has enforced strict quarantine and lockdown measures …
Clustering Longitudinal Data: A Review of Methods and Software Packages
Z Lu - International Statistical Review, 2024 - Wiley Online Library
Clustering of longitudinal data is becoming increasingly popular in many fields such as
social sciences, business, environmental science, medicine and healthcare. However, it is …
social sciences, business, environmental science, medicine and healthcare. However, it is …
Longitudinal impacts of adverse childhood experiences on multidimensional health outcomes: Predicting trajectories in mental, physical, and behavioral health
Abstract Background Adverse childhood experiences (ACEs) elevate the risk of poor health
later in life. Objective This study aims to provide a more comprehensive investigation of the …
later in life. Objective This study aims to provide a more comprehensive investigation of the …
Cognitive decline trajectories and influencing factors in China: A non-normal growth mixture model analysis
W Yu, R Chen, M Zhang, Z Li, F Gao, S Yu… - Archives of Gerontology …, 2021 - Elsevier
Background With the increase in the aging population worldwide, cognitive decline has
become an important research topic. The purpose of this study is to examine the cognitive …
become an important research topic. The purpose of this study is to examine the cognitive …
[HTML][HTML] Growth patterns of activity of daily living disability and associated factors among the Chinese elderly: a twelve-year longitudinal study
X Huang, M Zhang, J Fang - Archives of Gerontology and Geriatrics, 2022 - Elsevier
Objectives The acceleration of population aging has brought a lot of attention to the disability
among older populations, but existing results about the development patterns of disability …
among older populations, but existing results about the development patterns of disability …
Social network mediation analysis: A latent space approach
A social network comprises both actors and the social connections among them. Such
connections reflect the dependence among social actors, which is essential for individuals' …
connections reflect the dependence among social actors, which is essential for individuals' …
Nonconvergence, covariance constraints, and class enumeration in growth mixture models.
Growth mixture models (GMMs) are a popular method to identify latent classes of growth
trajectories. One shortcoming of GMMs is nonconvergence, which often leads researchers to …
trajectories. One shortcoming of GMMs is nonconvergence, which often leads researchers to …
Understanding posttraumatic stress trajectories in adolescent females: A strength-based machine learning approach examining risk and protective factors including …
Heterogeneity in the course of posttraumatic stress symptoms (PTSS) following a major life
trauma such as childhood sexual abuse (CSA) can be attributed to numerous contextual …
trauma such as childhood sexual abuse (CSA) can be attributed to numerous contextual …
A cautionary note about having the right mixture model but classifying the wrong people
Mixture models can be used for explanation or individual prediction and classification. In
practice, researchers are often tempted to make the class membership manifest by …
practice, researchers are often tempted to make the class membership manifest by …