Multivariate Behavioral Research

Article	Citations
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	108
State Space Mixture Modeling: Finding People with Similar Patterns of Change	76
A Systematic Evaluation of Wording Effects Modeling Under the Exploratory Structural Equation Modeling Framework	51
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	50
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	39
On the Selection of Item Scores or Composite Scores for Clinical Prediction	37
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	36
Unique Contributions of Dynamic Affect Indicators – Beyond Static Variability	32
Improving the Evaluation of Construct Change Over Time: Advantages of Longitudinal Moderated Nonlinear Factor Analysis Over Conventional First-Order Growth Models	32
Nodewise Parameter Aggregation for Psychometric Networks	30
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	25
Local Minima in Multidimensional Item Response Theory Models	24
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	17
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
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	13
Parceling Ordinal Items in Latent Interaction Modeling	12
ABkPowerCalculator: An App to Compute Power for Balanced (AB) k Single Case Experimental Designs	12
Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model	11
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	11
Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	11
Correcting Regression Coefficients for Collider Bias in Psychological Research	11

To Disaggregate or Not to Disaggregate: A Focus on Covariates in Multilevel Models	10
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	10
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	10
Heterogeneity in Individual Network Analysis: Reality or Illusion?	10
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	9
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	9
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	9
Modeling Disengaged Survey Responding with Response Times as Predictors	9
State Space Models with Moderated Effects of Text Data	9
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	8
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	8
Causal Inference with Unobserved Confounding: Leveraging Negative Control Outcomes Using Lavaan	8
On Subgrouping Continuous Processes in Discrete Time	8
Structured Estimation of Heterogeneous Time Series	8
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	8
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	7
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	7
Modeling Intraindividual Variability as Predictors in Longitudinal Research	7
The Curious Case of the Cross-Sectional Correlation	6
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	6
How to Get MAD: Generating Uniformly Sampled Correlation Matrices with a Fixed Mean Absolute Discrepancy	6
A State Space Model of Daily Dynamics with Moderation Effects from Qualitative Text Data	6
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	6
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	6
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	6
Gradient Tree Boosting for Hierarchical Data	6
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	6
Calculating and Interpreting Maximal Reliability in Bifactor Models	6
Novel Full-Bayesian and Hybrid-Bayesian Approaches for Modeling Intraindividual Variability	5
Estimated Factor Scores Are Not True Factor Scores	5
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	5
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	5
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	5
MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	5
Using Mixture Factor Analysis to Counter Faking	5
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	5
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	5
From Behavioral Genetics to Idiographic Science: Methodological Developments and Applications Inspired by the Work of Peter C. M. Molenaar	4
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	4
Targeted Maximum Likelihood Estimation for Causal Inference With Observational Data—The Example of Private Tutoring	4
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	4
Mixed-Effects Frequency-Adjusted Borders Ordinal Forest: A Tree Ensemble Method for Ordinal Prediction with Hierarchical Data	4
2022 List of Reviewers	4
A Two-Step Estimator for Growth Mixture Models with Covariates in the Presence of Direct Effects	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
Exploratory Bi-factor Analysis with Multiple General Factors	4
Multiple Imputation of Missing Data in Moderated Factor Analysis	4

Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	4
Treatment Effect Moderation with Small Subgroups: An Incremental Subgroup Analysis Approach	4
On the Ratio Between Point-Polyserial and Polyserial Correlations for Non-Normal Bivariate Distributions	4
Subgrouping with Chain Graphical VAR Models	4
Multiple Imputation with Factor Scores: A Practical Approach for Handling Simultaneous Missingness Across Items in Longitudinal Designs	4
Equivalence Testing Based Fit Index: Standardized Root Mean Squared Residual	4
Modification Indices for Diagnostic Classification Models	3
A Confidence Interval for the Difference Between Standardized Regression Coefficients	3
The Effects of Questionnaire Length on the Relative Impact of Response Styles in Ambulatory Assessment	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
Dynamics Between Asynchronously Measured Variables: A Multilevel Approach to Momentary Affect and Morning Sleep Reports	3
Variational Inference as Tractable Approximation for Bayesian Models of Psychological Change Processes	3
Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data	3
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	3
Daily Gender and Cognition: A Person-Specific Behavioral Network Analysis	3
Latent Reciprocal Engagement and Accuracy Variables in Social Relations Structural Equation Modeling	3
Clustering Analysis of Time Series of Affect in Dyadic Interactions	3
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	3
Measurement Invariance and Confirmatory Measurement Modeling of a Psychological Flexibility Questionnaire Across Likert and Expanded Response Formats	3
Path and Direction Discovery in Individual Dynamic Factor Models: A Regularized Hybrid Unified Structural Equation Modeling with Latent Variable	3
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	2
A Bayesian Approach for Using Planned Missingness to Address Measurement Reactivity	2
Ruling out Latent Time-Varying Confounders in Two-Variable Multi-Wave Studies	2
2024 List of Reviewers	2
Detecting Model Misfit in Structural Equation Modeling with Machine Learning—A Proof of Concept	2
Integrating Intra- and Interindividual Phenomena in Psychological Theories	2
Considering the ‘With Whom’: Differences Between Event- and Signal-Contingent ESM Data of Person-Specific Social Interactions	2
Evidence That Growth Mixture Model Results Are Highly Sensitive to Scoring Decisions	2
Estimating IRT Models Under Gaussian Mixture Modeling of Latent Traits: An Application of MSAEM Algorithm	2
A Hierarchical Ordinal Regression Model for Treatment-Reversal Designs with Application to Non-Overlap Effect Sizes	2
Residual Structural Equation Modeling with Nonnormal Distribution	2
Assessing and Addressing Zero Inflation in Intensive Longitudinal Data	2
Exploring Within-Person Variability in Qualitative Negative and Positive Emotional Granularity by Means of Latent Markov Factor Analysis	2
Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns	2
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	2
Make Some Noise: Generating Data from Imperfect Factor Models	2
Non-Stationarity in Time-Series Analysis: Modeling Stochastic and Deterministic Trends	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
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models	2
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial	2
A Two-Step Robust Estimation Approach for Inferring Within-Person Relations in Longitudinal Design: Tutorial and Simulations	1
Separating Long-Term Equilibrium Adaptation from Short-Term Self-Regulation Dynamics Using Latent Differential Equations	1
Using Projective IRT to Evaluate the Effects of Multidimensionality on Unidimensional IRT Model Parameters	1
On the Relationship between ANOVA Main Effects and Average Treatment Effects	1
A Causal Approach to Functional Mediation Analysis with Application to a Smoking Cessation Intervention	1
On the Latent Structure of Responses and Response Times from Multidimensional Personality Measurement with Ordinal Rating Scales	1
Go Multivariate: Recommendations on Bayesian Multilevel Hidden Markov Models with Categorical Data	1
Methodological and Statistical Practices of Using Symptom Networks to Evaluate Mental Health Interventions: A Review and Reflections	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
Missing Data Handling via EM and Multiple Imputation in Network Analysis using Glasso and Atan Regularization	1
A Cautionary Note about Having the Right Mixture Model but Classifying the Wrong People	1
Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests	1
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
Demystifying Posterior Distributions: A Tutorial on Their Derivation	1
Counterfactual Mediation Analysis with a Latent Class Exposure	1
Using Process Data to Improve Classification Accuracy of Cognitive Diagnosis Model	1
Linear Mixed-Effects Models for Dependent Data: Power and Accuracy in Parameter Estimation	1
Analyzing Count Data in Single Case Experimental Designs with Generalized Linear Mixed Models: Does Serial Dependency Matter?	1
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power	1
On the Common but Problematic Specification of Conflated Random Slopes in Multilevel Models	1
dynamic : An R Package for Deriving Dynamic Fit Index Cutoffs for Factor Analysis	1
Cross-Domain Latent Growth Curve Analysis in the Presence of Missing Data and Small Samples	1
Implementation of the Correspondence Test as an S-Curve	1
Evaluating Avoidable Heterogeneity in Exploratory Factor Analysis Results	1
The Effects of Data Preprocessing Choices on Behavioral RCT Outcomes: A Multiverse Analysis	1
Determining Sample Size Requirements in EFA Solutions: A Simple Empirical Proposal	1
Regression Discontinuity Analysis with Latent Variables	1
Multilevel Latent Class Analysis: State-of-the-Art Methodologies and Their Implementation in the R Package multilevLCA	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1
SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements	1
Information Matrix Test for Item Response Models Using Stochastic Approximation	1
Unreliable Continuous Treatment Indicators in Propensity Score Analysis	1
Evaluating Solutions to the Label-Switching Issue When Estimating Latent Variable Models with the NUTS Algorithm	1
Bayesian Multivariate Logistic Regression for Superiority and Inferiority Decision-Making under Observable Treatment Heterogeneity	1
Modeling Cycles, Trends and Time-Varying Effects in Dynamic Structural Equation Models with Regression Splines	1
Pareto Optimality: Opportunities in Optimal Temporal Design	1
Permutation Tests for Assessing Potential Non-Linear Associations between Treatment Use and Multivariate Clinical Outcomes	1
Reliability as Lindley Information	1

Person Specific Parameter Heterogeneity in the 2PL IRT Model	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
Detecting Transition Points in the Slope-Intercept Relation in Linear Latent Growth Models	1
Causal Estimands and Multiply Robust Estimation of Mediated-Moderation	1
Bayesian Multilevel Compositional Data Analysis with the R Package multilevelcoda	1
Modeling Heterogeneity in Temporal Dynamics: Extending Latent State-Trait Autoregressive and Cross-lagged Panel Models to Mixture Distribution Models	1
Evaluating the Performance of R-Squared Measures in Multilevel Models	1