Maximum Likelihood and Bayesian Estimation in Cross-Domain Latent Growth Curve Modeling: The Impact of Reliability, Sample Size, and Missing Data [0.03%]
Parisa Rafiee,Elizabeth Pauley,Manshu Yang
Parisa Rafiee
Cross-domain latent growth curve (CD-LGC) models are commonly used in longitudinal studies and allow researchers to assess the associations between changes in time-varying predictors and outcomes, or the 'change-on-change' effects. This stu...
Dynamic Modeling with Intensive Longitudinal Data: One-Step and Two-Step DSEM Approaches [0.03%]
基于密集纵向数据的动态建模：DSEM的一阶段和两阶段方法
Lijuan Wang,Yuan Fang,Cindy S Bergeman
Lijuan Wang
This study evaluated and compared one-step and two-step dynamic structural equation modeling (DSEM) approaches for analyzing intensive longitudinal data. In one-step DSEM, the within-person dynamic model and the between-person model are est...
Accommodating Continuous Time Metrics within the Discrete-time Latent Change Score Model Using Definition Variables [0.03%]
使用定义变量在离散时间潜在变化得分模型中容纳连续时间计量
Sarfaraz Serang,Shawn D Whiteman,Annabelle H Reese
Sarfaraz Serang
Longitudinal models typically represent change as a function of a single time metric. However, the COVID-19 pandemic prompted researchers to consider whether changes are a function of phases of the pandemic while simultaneously accommodatin...
Does Cluster-Robust Estimation Provide Within-Study Effects? A Comparison of Individual Participant Data Methods in MASEM [0.03%]
聚类稳健估计能否提供组内效应吗？一种MASEM中个体患者数据分析方法的比较
Lennert J Groot,Kees Jan Kan,Suzanne Jak
Lennert J Groot
Researchers conducting meta-analytical structural equation modeling (MASEM) with individual participant data can choose from several methods, including cluster-robust estimation, two-level SEM, multivariate meta-analysis of path coefficient...
Two-Step Multilevel Latent Class Analysis in the Presence of Measurement Non-Equivalence [0.03%]
存在测量非等价情况下的两步多水平潜在类别分析
Johan Lyrvall,Jouni Kuha,Jennifer Oser
Johan Lyrvall
We consider estimation of two-level latent class models for clustered data, when the measurement model for the observed measurement items includes non-equivalence of measurement with respect to some observed covariates. The parameters of in...
Measurement Model Misspecification in Dynamic Structural Equation Models: Power, Reliability, and Other Considerations [0.03%]
动态结构方程模型中的测量模型规范错误：功率、可靠性及其他考虑事项
Hyungeun Oh,Michael D Hunter,Sy-Miin Chow
Hyungeun Oh
Dynamic Structural Equation Models (DSEMs) integrate multilevel modeling, time series analysis, and structural equation modeling within a Bayesian estimation framework, offering a versatile tool for analyzing intensive longitudinal data (IL...
Jonathan J Park,Zachary F Fisher,Michael D Hunter et al.
Jonathan J Park et al.
Many of the advancements reconciling individual- and group-level results have occurred in the context of a discrete-time modeling framework. Discrete-time models are intuitive and offer relatively simple interpretations for the resulting dy...
AIC-type Theory-Based Model Selection for Structural Equation Models [0.03%]
基于理论的结构方程模型的AIC型模型选择方法研究
Rebecca Kuiper
Rebecca Kuiper
Structural equation modeling (SEM) software commonly report information criteria, like the AIC, for the model under investigation and for the unconstrained/saturated model. With these criteria, (non-)nested models can be compared. This come...
Deriving Expected Values of Model Parameters when Using Sum Scores in Simulation Research [0.03%]
在模拟研究中使用总分时推导模型参数的期望值
A R Georgeson
A R Georgeson
There is increasing interest in using factor scores in structural equation models and there have been numerous methodological papers on the topic. Nevertheless, sum scores, which are computed from adding up item responses, continue to be ub...
Are the Signs of Factor Loadings Arbitrary in Confirmatory Factor Analysis? Problems and Solutions [0.03%]
验证性因素分析中的因素负荷迹象的任意性问题及解决方案
Dandan Tang,Steven M Boker,Xin Tong
Dandan Tang
The replication crisis in social and behavioral sciences has raised concerns about the reliability and validity of empirical studies. While research in the literature has explored contributing factors to this crisis, the issues related to a...