Structural Equation Modeling-A Multidisciplinary Journal

Article	Citations
Comparison of Three Approaches to Class Enumeration in Growth Mixture Modeling when Time Structures are Variant Across Latent Classes	56
Review of Applied Univariate, Bivariate, and Multivariate Statistics Using Python by Daniel Denis	47
Testing Mean and Covariance Structures with Reweighted Least Squares	45
PolychoricRM: A Computationally Efficient R Function for Estimating Polychoric Correlations and their Asymptotic Covariance Matrix	43
Correcting for Unreliability and Partial Invariance: A Two-Stage Path Analysis Approach	37
Flexible Extensions to Structural Equation Models Using Computation Graphs	37
How to Derive Expected Values of Structural Equation Model Parameters when Treating Discrete Data as Continuous	35
A Growth of Hierarchical Autoregression Model for Capturing Individual Differences in Changes of Dynamic Characteristics of Psychological Processes	30
Review of An Introduction to Modern Modeling Methods	29
Research Design and Model Estimation Under the Partially Confirmatory Latent Variable Modeling Framework with Multi-Univariate Bayesian Lassos	24
Python Packages for Exploratory Factor Analysis	24
blcfa: An R Package for Bayesian Model Modification in Confirmatory Factor Analysis	22
Review of Educational and Psychological Measurement	19
Model Fit Indices for Random Effects Models: Translating Model Fit Ideas from Latent Growth Curve Models	16
Application of Associative Discrete-Time Survival Analysis Using Latent Transition Specification	16
Structured Factor Analysis: A Data Matrix-Based Alternative Approach to Structural Equation Modeling	15
Analyzing Longitudinal Multirater Data with Individually Varying Time Intervals	15
Equal Precision Measurement Structural Models	14
Fitting Structural Equations Models with Interactive and Dynamic Tools in JMP® Pro	13
Latent Class Analysis with Measurement Invariance Testing: Simulation Study to Compare Overall Likelihood Ratio vs Residual Fit Statistics Based Model Selection	13
Testing Piecewise Structural Equations Models in the Presence of Latent Variables and Including Correlated Errors	12
Model Estimation Approaches for Fully-Latent Principal Stratification with Small Samples	12
Evaluating Causal Dominance of CTmeta-Analyzed Lagged Regression Estimates	11
Latent Profile Transition Analysis with Random Intercepts (RI-LPTA)	11
Specification Search in Structural Equation Modeling (SEM): How Gradient Component-wise Boosting can Contribute	11

Effects of Multivariate Non-Normality and Missing Data on the Root Mean Square Error of Approximation	10
Structural Parameters under Partial Least Squares and Covariance-Based Structural Equation Modeling: A Comment on Yuan and Deng (2021)	10
A Model-Based Shrinkage Target to Avoid Non-convergence in Small Sample SEM	10
Mixed-Effects Trait-State-Occasion Model: Studying the Psychometric Properties and the Person–Situation Interactions of Psychological Dynamics	10
Discrete-Time Survival Analysis Incorporating Time Structure in Developmental Research	9
Unsupervised Model Construction in Continuous-Time	9
Multilevel Dynamic Twin Modeling	9
Assessing the Relative Importance of Predictors in Latent Regression Models	8
Latent Curve Detrending for Disaggregating Between-Person Effect and Within-Person Effect	8
Estimating the Weight Matrix in Distributionally Weighted Least Squares Estimation: An Empirical Bayesian Solution	8
Linear Logistic Scoring Equations for Latent Class and Latent Profile Models: A Simple Method for Classifying New Cases	8
A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis	8
Testing Model Fit in Path Models with Dependent Errors Given Non-Normality, Non-Linearity and Hierarchical Data	8
The Impact of Non-Normality on Causal Effect Estimates in Structural Equation Models with Ordered Categorical Variables	7
Handling Measurement Error and Omitted Confounders Considering Informativeness of the Confounding Effect under Mediation Modeling	7
Multilevel Analysis of Mediation, Moderation, and Nonlinear Effects in Small Samples, Using Expected a Posteriori Estimates of Factor Scores	7
Optimal Instrument Selection Using Bayesian Model Averaging for Model Implied Instrumental Variable Two Stage Least Squares Estimators	7
Identifying Dynamic Shifts to Careless and Insufficient Effort Behavior in Questionnaire Responses; a Novel Approach and Experimental Validation	7
A Closer Look at Random and Fixed Effects Panel Regression in Structural Equation Modeling Using Lavaan	7
Detecting Correlated Residuals in Exploratory Factor Analysis: New Proposals and a Comparison of Procedures	7
Scale-Invariance, Equivariance and Dependency of Structural Equation Models	7
Improving the Statistical Performance of Oblique Bifactor Measurement and Predictive Models: An Augmentation Approach	7
Model Specification Searches in Structural Equation Modeling with a Hybrid Ant Colony Optimization Algorithm	7
Exploring the Unfolding of Dynamic Effects with Continuous-Time Models: Recommendations Concerning Statistical Power to Detect Peak Cross-Lagged Effects	7
Investigating Structural Model Fit Evaluation	7
Sensitivity of Bayesian Model Fit Indices to the Prior Specification of Latent Growth Models	6
Semiparametric Structural Equation Models with Interval-Censored Data	6
Joint Deep Learning for Covariate Decomposition and Treatment Effect Estimation	6
Classification Accuracy of Multidimensional Tests: Quantifying the Impact of Noninvariance	6
Review of Structural Equation Modeling with lavaan, Kamel Gana and Guillaume Broc	6
An Alternative Prior for Estimation in High-Dimensional Settings	6
Latent Interaction Effect in the CLPM Model: A Two-Step Multiple Imputation Analysis	6
Measurement Invariance: Dealing with the Uncertainty in Anchor Item Choice by Model Averaging	6
Mixed-Effects Models with Crossed Random Effects for Multivariate Longitudinal Data	6
Dynamic Fit Index Cutoffs for Hierarchical and Second-Order Factor Models	6
An Evaluation of Methods for Meta-Analytic Structural Equation Modeling	6
Latent Vector Autoregressive Modeling: A Stepwise Estimation Approach	6
The Impact of “Negligible” Cross-Loadings in Investigations of Measurement Invariance with MGCFA and MGESEM	6
Review of Artificial Neural Networks and Structural Equation Modeling Marketing and Consumer Research Applications.	6
The Effect of Noninvariance on the Estimation of the Mediated Effect in the Two-Wave Mediation Model	6
Using Ant Colony Optimization for Sensitivity Analysis in Structural Equation Modeling	5
Causal Mediation Analysis with the Parallel Process Latent Growth Curve Mediation Model	5
Incorporating Measurement Error in the Dynamic Structural Equation Modeling Using a Single Indicator or Multiple Indicators	5
Testing Measurement Invariance over Time with Intensive Longitudinal Data and Identifying a Source of Non-invariance	5
An Evaluation of Non-Iterative Estimators in Confirmatory Factor Analysis	5
semlbci: An R package for Forming Likelihood-Based Confidence Intervals for Parameter Estimates, Correlations, Indirect Effects, and Other Derived Parameters	5
Bayesian Computation via the Gibbs Sampler for Mixture Models with Gaussian Distal Outcomes	5
lavaangui : A Web-Based Graphical Interface for Specifying Lavaan Models by Drawing Path Diagrams	4
The Specification and Impact of Prior Distributions for Categorical Latent Variable Models	4
Detrending for Intensive Longitudinal Dyadic Data Analysis Using DSEM	4

Revisiting Savalei’s (2011) Research on Remediating Zero-Frequency Cells in Estimating Polychoric Correlations: A Data Distribution Perspective	4
Leveraging Observation Timing Variability to Understand Intervention Effects in Panel Studies: An Empirical Illustration and Simulation Study	4
Multilevel Multigroup Structural Equation Modeling In A Single-Level Framework	4
Multilevel Factor Mixture Modeling: A Tutorial for Multilevel Constructs	4
Using Bounded Estimation to Avoid Nonconvergence in Small Sample Structural Equation Modeling	4
Impact of Informative Priors on Model Fit Indices in Bayesian Confirmatory Factor Analysis	4
Review of Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide	4
Deriving Expected Values of Model Parameters When Using Sum Scores in Simulation Research	4
Shrinking Small Sample Problems in Multilevel Structural Equation Modeling via Regularization of the Sample Covariance Matrix	4
Evaluation of Goodness-of-Fit Tests in Random Intercept Cross-Lagged Panel Model: Implications for Small Samples	4
Regularized 2SLS Estimation of Structural Equation Model Parameters	4
Performance of Model Fit and Selection Indices for Bayesian Structural Equation Modeling with Missing Data	4
Bayesian Causal Mediation Analysis with Latent Mediators and Survival Outcome	4
40-Year Old Unbiased Distribution Free Estimator Reliably Improves SEM Statistics for Nonnormal Data	3
Hierarchical Covariance Estimation Approach to Meta-Analytic Structural Equation Modeling	3
A Monte Carlo Simulation Study on the Influence of Unequal Group Sizes on Parameter Estimation in Multilevel Confirmatory Factor Analysis	3
Tackling Challenges in Data Pooling: Missing Data Handling in Latent Variable Models with Continuous and Categorical Indicators	3
Mediation Analyses of Intensive Longitudinal Data with Dynamic Structural Equation Modeling	3
Where Did I Go Wrong with My Model? Ten Tips for Getting Results in SEM	3
Investigating the Impact of Covariate Inclusion on Sample Size Requirements of Factor Mixture Modeling: A Monte Carlo Simulation Study	3
Review of Quantitative Methods for the Social Sciences: A Practical Introduction with Examples in R (2nd ed.)	3
GSCA Pro—Free Stand-Alone Software for Structural Equation Modeling	3
SEM Approach to the Mediation Analysis of the Two-Condition Within-Subject Design	3
Precluding Interpretational Confounding in Factor Analysis with a Covariate or Outcome via Measurement and Uncertainty Preserving Parametric Modeling	3
Model-Selection-Based Approaches to Identifying the Optimal Number of Factors in Multilevel Exploratory Factor Analysis	3
Minimal-Effect Testing, Equivalence Testing, and the Conventional Null Hypothesis Testing for the Analysis of Bi-Factor Models	3
Measurement in Intensive Longitudinal Data	2
Circumplex Models with Multivariate Time Series: An Idiographic Approach	2
Assessing Heterogeneity of Correlation Matrices in Misspecified Meta-Analytic Structural Equation Models	2
Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus	2
Comparing MIMIC and MIMIC-interaction to Alignment Methods for Investigating Measurement Invariance concerning a Continuous Violator	2
A Structural After Measurement Approach to Bifactor Predictive Models	2
Variable Selection for Mediators under a Bayesian Mediation Model	2
Croon’s Bias-corrected Estimation for Multilevel Structural Equation Models with Latent Interactions	2
Bifactor Exploratory Structural Equation Models Versus Traditional Approaches in Predicting External Criteria	2
Utilizing Moderated Non-linear Factor Analysis Models for Integrative Data Analysis: A Tutorial	2
Dynamic Structural Equation Modeling with Cycles	2
Two-stage Multilevel Latent Class Analysis with Covariates in the Presence of Direct Effects	2
Testing for Within × Within and Between × Within Moderation Using Random Intercept Cross-Lagged Panel Models	2
Equivalence of Partial-Least-Squares SEM and the Methods of Factor-Score Regression	2
Data Smoothing Structural Equation Modeling to Study Quality of Life and Model Selection	2
Performance of Model Fit and Selection Indices for Bayesian Piecewise Growth Modeling with Missing Data	2
One Does Not Simply Correct for Serial Dependence	2
Causal Mediation Analysis for Multivariate Longitudinal Data and Survival Outcomes	2
Comparison of Two Approaches to Detecting Switched Class Labels in LCA Simulations: Class Assignment vs. Class Similarity	2
Fitting Structural Equation Models via Variational Approximations	2
Sensitivity Analysis of the Weights of the Composites Under Partial Least-Squares Approach to Structural Equation Modeling	2
Prior Predictive Checks for the Method of Covariances in Bayesian Mediation Analysis	2
Criteria for Parameter Identification in Bayesian Lasso Methods for Covariance Analysis: Comparing Rules for Thresholding, p-value, and Credible Interval	2
The Impact of Item Parceling on Structural Parameter Invariance in Multi-group Structural Equation Modeling	2
Computational Efficiency in Continuous (and Discrete!) Time Models – Comment on Hecht and Zitzmann	2
modsem : An R Package for Estimating Latent Interactions and Quadratic Effects	2
Effectiveness of the Deterministic and Stochastic Bivariate Latent Change Score Models for Longitudinal Research	2
To Be Long or To Be Wide: How Data Format Influences Convergence and Estimation Accuracy in Multilevel Structural Equation Modeling	2
On the Performance of Different Regularization Methods in Bifactor-(S-1) Models with Explanatory Variables—Caveats, Recommendations, and Future Directions	2
The Sensitivity of Bayesian Fit Indices to Structural Misspecification in Structural Equation Modeling	2
Products of Variables in Structural Equation Models	2
Benefits of Doing Generalizability Theory Analyses within Structural Equation Modeling Frameworks: Illustrations Using the Rosenberg Self-Esteem Scale	2
Latent Growth Models for Count Outcomes: Specification, Evaluation, and Interpretation	2
RGLS and RLS in Covariance Structure Analysis	2
Everything in Moderation: A Proposed Improvement to Variance Calculation for Visualizing Latent Endogenous Moderation	2
Multiple Group Alignment for Exploratory and Structural Equation Models	2
Review of An Introductory Guide to R.	2
On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach	2
Parameter Specification in Bayesian CFA: An Exploration of Multivariate and Separation Strategy Priors	2
Comparing Factor Score Approaches to SEM in Multigroup Models with Small Samples	2
Efficient Adjusted Joint Significance Test and Sobel-Type Confidence Interval for Mediation Effect	1
Recovery Accuracy of Measurement Model and Structural Coefficients of Extended Bifactor-(S-1) and (S·I-1) Models	1
Selection of Loss Function in Covariance Structure Analysis: Case of the Spherical Model	1
Detecting Prior-Data Disagreement in Bayesian Structural Equation Modeling	1
Why Full, Partial, or Approximate Measurement Invariance Are Not a Prerequisite for Meaningful and Valid Group Comparisons	1
Regression-Equivalent Effect Sizes for Latent Growth Modeling and Associated Null Hypothesis Significance Tests	1
D-Scoring Method of Measurement Classical and Latent Frameworks	1
Effect of Parameterization on Statistical Power and Effect Size Estimation in Latent Growth Modeling	1
Addressing Missing Data in Latent Class Analysis When Using a Three-Step Estimation Approach	1
The Impact of Ignoring Cross-loadings on the Sensitivity of Fit Measures in Measurement Invariance Testing	1
The Impact of Scaling Methods on the Properties and Interpretation of Parameter Estimates in Structural Equation Models with Latent Variables	1
Latent Growth Model with Categorical Indicators: Comparison of the Different Estimators	1
Resampling Based Bias Correction for Small Sample SEM	1
Bayesian Structural Equation Models of Correlation Matrices	1

Estimating Measurement Error in Longitudinal Data Using the Longitudinal MultiTrait MultiError Approach	1
Penalized Structural Equation Models	1
Are the Signs of Factor Loadings Arbitrary in Confirmatory Factor Analysis? Problems and Solutions	1
Sensitivity of Fit Measures to Lack of Measurement Invariance in Exploratory Structural Equation Modeling	1
Performance of Estimation Methods in Bifactor Models with Ordered Categorical Data	1
Review of A Beginner’s Guide to Structural Equation Modeling	1
Review of Handbook of Structural Equation Modeling (2nd ed.)	1
Univariate Autoregressive Structural Equation Models as Mixed-Effects Models	1
Assessing Measurement Invariance for Longitudinal Data through Latent Markov Models	1
A Causal Framework for the Comparability of Latent Variables	1
The Impact of Omitting Confounders in Parallel Process Latent Growth Curve Mediation Models: Three Sensitivity Analysis Approaches	1
Review of Handbook of Structural Equation Modeling Review of Handbook of Structural Equation Modeling (2nd ed.), Edited by Rick H. Hoyle,	1
The Effect of Measurement Error on Hypothesis Testing in Small Sample Structural Equation Modeling: A Comparison of Various Estimation Approaches	1
Can We Distinguish between Different Longitudinal Models for Estimating Nonlinear Trajectories?	1
Evaluation of Maximal Reliability for Multidimensional Measuring Instruments Using Structural Equation Modeling	1
Analyzing Multivariate Generalizability Theory Designs within Structural Equation Modeling Frameworks	1
A Model Comparison Approach to Posterior Predictive Model Checks in Bayesian Confirmatory Factor Analysis	1
Multiple Group Structural Equation Modeling of the Social Relations Model	1
Under-Fitting and Over-Fitting: The Performance of Bayesian Model Selection and Fit Indices in SEM	1
Correction	1
Can Ridge and Elastic Net Structural Equation Modeling be Used to Stabilize Parameter Estimates when Latent Factors are Correlated?	1
Review of Handbook of Structural Equation Modeling	1
Understanding the Deviance Information Criterion for SEM: Cautions in Prior Specification	1
Using SymPy (Symbolic Python) for Understanding Structural Equation Modeling	1
Partially Confirmatory Approach to Factor Analysis with Bayesian Learning: A LAWBL Tutorial	1
A Reply to “Structural Parameters under Partial Least Squares and Covariance-based Structural Equation Modeling: A Comment on Yuan and Deng (2021)” by Schuberth, Rosseel, Rönkkö, Trichera, Kline, and	1
Label Switching in Latent Class Analysis: Accuracy of Classification, Parameter Estimates, and Confidence Intervals	1
A Note on Jöreskog’s ACDE Twin Model: A Solution, Not the Solution	1
A Comparison of Different Approaches for Estimating Cross-Lagged Effects from a Causal Inference Perspective	1
Combined Logistic and Confined Exponential Growth Models: Estimation Using SEM Software	1
The Challenge of Generating Causal Hypotheses Using Network Models	1
Estimating and Testing Random Intercept Multilevel Structural Equation Models with Model Implied Instrumental Variables	1
Evaluation of Model Fit in Structural Equation Models with Ordinal Missing Data: A Comparison of the D2 and MI2S Methods	1
Three-Step Latent Class Analysis with Inverse Propensity Weighting in the Presence of Differential Item Functioning	1
Can We Differentiate a Latent Growth Curve Model from Competitors? Evidence Based on Individual Case Residuals	1
Sample Size Requirements for Bifactor Models	1
Latent Variable Modeling of Social Networks with Directional Relations: An Exploration of Profile Similarity of Latent Factors	1
Understanding Dyad, Person, and Contextual Effects in Dyadic Analysis	1
A Technique for Efficient Estimation of Dynamic Structural Equation Models: A Case Study	1
Circumplex Models With Ordinal Data	1
Using a Cross-Classified Multilevel Mediation Model (CC-M3) with Longitudinal Data Having Changes in Cluster Membership	1
Comparing Methods for Factor Score Estimation in Structural Equation Modeling: The Role of Network Analysis	1