Multivariate Behavioral Research

Article	Citations
A Systematic Evaluation of Wording Effects Modeling Under the Exploratory Structural Equation Modeling Framework	113
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	77
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	52
State Space Mixture Modeling: Finding People with Similar Patterns of Change	51
On the Selection of Item Scores or Composite Scores for Clinical Prediction	40
Unique Contributions of Dynamic Affect Indicators – Beyond Static Variability	40
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	36
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	35
Improving the Evaluation of Construct Change Over Time: Advantages of Longitudinal Moderated Nonlinear Factor Analysis Over Conventional First-Order Growth Models	33
Nodewise Parameter Aggregation for Psychometric Networks	31
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	26
Local Minima in Multidimensional Item Response Theory Models	25
Reorienting Latent Variable Modeling for Supervised Learning	21
Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis	21
Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling	19
The Forgotten Trade-off between Internal Consistency and Validity	14
An Exact Bayesian Model for Meta-Analysis of the Standardized Mean Difference with Its Simultaneous Credible Intervals	14
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	13
Parceling Ordinal Items in Latent Interaction Modeling	13
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	13
ABkPowerCalculator: An App to Compute Power for Balanced (AB) k Single Case Experimental Designs	12
Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	12
Correcting Regression Coefficients for Collider Bias in Psychological Research	12
Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model	11
To Disaggregate or Not to Disaggregate: A Focus on Covariates in Multilevel Models	11

Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	11
Heterogeneity in Individual Network Analysis: Reality or Illusion?	10
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	10
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	10
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	10
State Space Models with Moderated Effects of Text Data	9
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	9
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	9
Causal Inference with Unobserved Confounding: Leveraging Negative Control Outcomes Using Lavaan	9
Modeling Disengaged Survey Responding with Response Times as Predictors	9
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	9
Structured Estimation of Heterogeneous Time Series	8
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	8
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	8
A State Space Model of Daily Dynamics with Moderation Effects from Qualitative Text Data	8
On Subgrouping Continuous Processes in Discrete Time	8
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	8
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	8
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	7
Beyond Linear Risk: A Machine Learning Approach to Understanding Perinatal Depression in Context	7
Modeling Intraindividual Variability as Predictors in Longitudinal Research	7
The Curious Case of the Cross-Sectional Correlation	7
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	6
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	6
Gradient Tree Boosting for Hierarchical Data	6
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	6
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	6
Calculating and Interpreting Maximal Reliability in Bifactor Models	6
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	5
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	5
On the Ratio Between Point-Polyserial and Polyserial Correlations for Non-Normal Bivariate Distributions	5
How to Get MAD: Generating Uniformly Sampled Correlation Matrices with a Fixed Mean Absolute Discrepancy	5
Using Mixture Factor Analysis to Counter Faking	5
MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	5
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	5
Bayesian Variable Selection via Shrinkage Priors in Growth Mixture Models	5
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	5
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	5
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	5
Individual Variability as a Moderator of Latent Structural Relations	4
Treatment Effect Moderation with Small Subgroups: An Incremental Subgroup Analysis Approach	4
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	4
From Behavioral Genetics to Idiographic Science: Methodological Developments and Applications Inspired by the Work of Peter C. M. Molenaar	4
Multiple Imputation with Factor Scores: A Practical Approach for Handling Simultaneous Missingness Across Items in Longitudinal Designs	4
Subgrouping with Chain Graphical VAR Models	4
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	4
Novel Full-Bayesian and Hybrid-Bayesian Approaches for Modeling Intraindividual Variability	4
Targeted Maximum Likelihood Estimation for Causal Inference With Observational Data—The Example of Private Tutoring	4
Mixed-Effects Frequency-Adjusted Borders Ordinal Forest: A Tree Ensemble Method for Ordinal Prediction with Hierarchical Data	4
Random Forest Analyses of Precollege Covariates	4

Estimated Factor Scores Are Not True Factor Scores	4
Improving the Walktrap Algorithm Using K -Means Clustering	4
Mapping the Garden of Forking Paths in Multilevel Models	4
Beyond Pearson’s Correlation: Modern Nonparametric Independence Tests for Psychological Research	4
Regularized Cross-Sectional Network Modeling with Missing Data: A Comparison of Methods	4
2022 List of Reviewers	4
Dynamics Between Asynchronously Measured Variables: A Multilevel Approach to Momentary Affect and Morning Sleep Reports	3
Equivalence Testing Based Fit Index: Standardized Root Mean Squared Residual	3
Multiple Imputation of Missing Data in Moderated Factor Analysis	3
Measurement Invariance and Confirmatory Measurement Modeling of a Psychological Flexibility Questionnaire Across Likert and Expanded Response Formats	3
Daily Gender and Cognition: A Person-Specific Behavioral Network Analysis	3
Fair and Robust Estimation of Heterogeneous Treatment Effects for Optimal Policies in Multilevel Studies	3
Path and Direction Discovery in Individual Dynamic Factor Models: A Regularized Hybrid Unified Structural Equation Modeling with Latent Variable	3
The Effects of Questionnaire Length on the Relative Impact of Response Styles in Ambulatory Assessment	3
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	3
Cross-Lagged Panel Analysis with Ordinal Items	3
Bayesian Multilevel Latent Class Profile Analysis: Inference and Estimation for Exploring the Diverse Pathways to Academic Proficiency	3
A Non-Parametric Approach to Modeling Accelerated Longitudinal Designs	3
Exploratory Bi-factor Analysis with Multiple General Factors	3
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	3
A Two-Step Estimator for Growth Mixture Models with Covariates in the Presence of Direct Effects	3
Latent Reciprocal Engagement and Accuracy Variables in Social Relations Structural Equation Modeling	3
Clustering Analysis of Time Series of Affect in Dyadic Interactions	2
Assessing and Addressing Zero Inflation in Intensive Longitudinal Data	2
Integrating Intra- and Interindividual Phenomena in Psychological Theories	2
Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns	2
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	2
A Bayesian Approach for Using Planned Missingness to Address Measurement Reactivity	2
Exploring Within-Person Variability in Qualitative Negative and Positive Emotional Granularity by Means of Latent Markov Factor Analysis	2
A Confidence Interval for the Difference Between Standardized Regression Coefficients	2
Considering the ‘With Whom’: Differences Between Event- and Signal-Contingent ESM Data of Person-Specific Social Interactions	2
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models	2
Automatic Mediation Analysis Under Measurement Error Via Bayesian Machine Learning	2
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	2
Estimating IRT Models Under Gaussian Mixture Modeling of Latent Traits: An Application of MSAEM Algorithm	2
Variational Inference as Tractable Approximation for Bayesian Models of Psychological Change Processes	2
Detecting Model Misfit in Structural Equation Modeling with Machine Learning—A Proof of Concept	2
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial	2
Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data	2
Evidence That Growth Mixture Model Results Are Highly Sensitive to Scoring Decisions	2
A Realistic Evaluation of Methods for Handling Missing Data When There is a Mixture of MCAR, MAR, and MNAR Mechanisms in the Same Dataset	2
Ruling out Latent Time-Varying Confounders in Two-Variable Multi-Wave Studies	1
Methodological and Statistical Practices of Using Symptom Networks to Evaluate Mental Health Interventions: A Review and Reflections	1
An IRtree Model for Aberrant Response and Missing Data	1
Pareto Optimality: Opportunities in Optimal Temporal Design	1
Evaluating Solutions to the Label-Switching Issue When Estimating Latent Variable Models with the NUTS Algorithm	1
dynamic : An R Package for Deriving Dynamic Fit Index Cutoffs for Factor Analysis	1
Go Multivariate: Recommendations on Bayesian Multilevel Hidden Markov Models with Categorical Data	1
Residual Structural Equation Modeling with Nonnormal Distribution	1
Detecting Transition Points in the Slope-Intercept Relation in Linear Latent Growth Models	1
Evaluating the Performance of R-Squared Measures in Multilevel Models	1
Missing Data Handling via EM and Multiple Imputation in Network Analysis using Glasso and Atan Regularization	1
Analyzing Count Data in Single Case Experimental Designs with Generalized Linear Mixed Models: Does Serial Dependency Matter?	1
Exploring the Use of Multiple Imputation for Handling Missing Covariates in Meta-Regression with Dependent Effect Sizes	1
A Two-Step Robust Estimation Approach for Inferring Within-Person Relations in Longitudinal Design: Tutorial and Simulations	1
Bayesian Multilevel Compositional Data Analysis with the R Package multilevelcoda	1
Counterfactual Mediation Analysis with a Latent Class Exposure	1
Modeling Heterogeneity in Temporal Dynamics: Extending Latent State-Trait Autoregressive and Cross-lagged Panel Models to Mixture Distribution Models	1
On the Latent Structure of Responses and Response Times from Multidimensional Personality Measurement with Ordinal Rating Scales	1
Non-Stationarity in Time-Series Analysis: Modeling Stochastic and Deterministic Trends	1
Cross-Domain Latent Growth Curve Analysis in the Presence of Missing Data and Small Samples	1
Causal Estimands and Multiply Robust Estimation of Mediated-Moderation	1
On the Common but Problematic Specification of Conflated Random Slopes in Multilevel Models	1
Permutation Tests for Assessing Potential Non-Linear Associations between Treatment Use and Multivariate Clinical Outcomes	1
A Causal Approach to Functional Mediation Analysis with Application to a Smoking Cessation Intervention	1
Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests	1
Bayesian Modeling of Longitudinal Multiple-Group IRT Data with Skewed Latent Distributions and Growth Curves	1
Multilevel Metamodels: Enhancing Inference, Interpretability, and Generalizability in Monte Carlo Simulation Studies	1
Evaluating Avoidable Heterogeneity in Exploratory Factor Analysis Results	1
Implementation of the Correspondence Test as an S-Curve	1
Determining Sample Size Requirements in EFA Solutions: A Simple Empirical Proposal	1
The Effects of Data Preprocessing Choices on Behavioral RCT Outcomes: A Multiverse Analysis	1
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power	1
2024 List of Reviewers	1
Estimating Propensity Scores in Causal Inference in High-Dimensional Settings	1
A Hierarchical Ordinal Regression Model for Treatment-Reversal Designs with Application to Non-Overlap Effect Sizes	1
Multilevel Latent Class Analysis: State-of-the-Art Methodologies and Their Implementation in the R Package multilevLCA	1
Bayesian Multivariate Logistic Regression for Superiority and Inferiority Decision-Making under Observable Treatment Heterogeneity	1
Using Projective IRT to Evaluate the Effects of Multidimensionality on Unidimensional IRT Model Parameters	1

Reliability as Lindley Information	1
Person Specific Parameter Heterogeneity in the 2PL IRT Model	1
A Cautionary Note about Having the Right Mixture Model but Classifying the Wrong People	1
Information Matrix Test for Item Response Models Using Stochastic Approximation	1
Exploring the Effects of Sampling Variability, Scale Variability, and Node Aggregation on the Consistency of Estimated Networks	1
On the Accuracy of Replication Failure Rates	1
Demystifying Posterior Distributions: A Tutorial on Their Derivation	1
Regression Discontinuity Analysis with Latent Variables	1
Make Some Noise: Generating Data from Imperfect Factor Models	1
SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1
Modeling Cycles, Trends and Time-Varying Effects in Dynamic Structural Equation Models with Regression Splines	1