OOIR: Observatory of International Research

Papers

(The median citation count of Multivariate Behavioral Research is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Evaluating SEM Model Fit with Small Degrees of Freedom	60
Bayesian Estimation for Gaussian Graphical Models: Structure Learning, Predictability, and Network Comparisons	40
dynamic : An R Package for Deriving Dynamic Fit Index Cutoffs for Factor Analysis	27
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	26
Recovering Within-Person Dynamics from Psychological Time Series	23
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power	22
Interpreting Interaction Effects in Generalized Linear Models of Nonlinear Probabilities and Counts	21
Causal Inference with Multilevel Data: A Comparison of Different Propensity Score Weighting Approaches	20
Model Selection and Model Averaging for Mixed-Effects Models with Crossed Random Effects for Subjects and Items	17
AI-Assisted Systematic Reviewing: Selecting Studies to Compare Bayesian Versus Frequentist SEM for Small Sample Sizes	17
Small but Nontrivial: A Comparison of Six Strategies to Handle Cross-Loadings in Bifactor Predictive Models	15
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	14
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	13
The Curious Case of the Cross-Sectional Correlation	13
A Sequential Response Model for Analyzing Process Data on Technology-Based Problem-Solving Tasks	13
Bayesian Estimation of Single-Test Reliability Coefficients	13
Investigating the Normativity of Trait Estimates from Multidimensional Forced-Choice Data	12
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	12
A Gentle Introduction to Bayesian Network Meta-Analysis Using an Automated R Package	11
A Bayesian Latent Variable Selection Model for Nonignorable Missingness	11
Relations between Networks, Regression, Partial Correlation, and the Latent Variable Model	10
Heterogeneity in Individual Network Analysis: Reality or Illusion?	10
R-squared Measures for Multilevel Models with Three or More Levels	9
Modeling Multidimensional Forced Choice Measures with the Zinnes and Griggs Pairwise Preference Item Response Theory Model	9
On Unreplicable Inferences in Psychopathology Symptom Networks and the Importance of Unreliable Parameter Estimates	8

Inferring Latent Structure in Polytomous Data with a Higher-Order Diagnostic Model	8
Configurational Causal Modeling and Logic Regression	8
A Generalized Partially Confirmatory Factor Analysis Framework with Mixed Bayesian Lasso Methods	8
A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses	8
Wording Effects in Assessment: Missing the Trees for the Forest	8
A Higher-Order Cognitive Diagnosis Model with Ordinal Attributes for Dichotomous Response Data	8
Response Surface Analysis with Missing Data	7
How to Choose between Different Bayesian Posterior Indices for Hypothesis Testing in Practice	7
Large-Scale Survey Data Analysis with Penalized Regression: A Monte Carlo Simulation on Missing Categorical Predictors	7
Generalizability of Dynamic Fit Index, Equivalence Testing, and Hu & Bentler Cutoffs for Evaluating Fit in Factor Analysis	7
Moving beyond Likert and Traditional Forced-Choice Scales: A Comprehensive Investigation of the Graded Forced-Choice Format	6
Adjusting for Measurement Noninvariance with Alignment in Growth Modeling	6
Joint Hidden Markov Model for Longitudinal and Time-to-Event Data with Latent Variables	6
A Realistic Evaluation of Methods for Handling Missing Data When There is a Mixture of MCAR, MAR, and MNAR Mechanisms in the Same Dataset	5
Bayesian Testing of Scientific Expectations under Multivariate Normal Linear Models	5
Bayesian Uncertainty Estimation for Gaussian Graphical Models and Centrality Indices	5
Copula-Based Redundancy Analysis	5
Evaluating Covariate Effects on ESM Measurement Model Changes with Latent Markov Factor Analysis: A Three-Step Approach	5
Accommodating a Latent XM Interaction in Statistical Mediation Analysis	5
Gradient Tree Boosting for Hierarchical Data	4
Identifying and Estimating Causal Moderation for Treated and Targeted Subgroups	4
Tuning Random Forests for Causal Inference under Cluster-Level Unmeasured Confounding	4
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	4
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	4
On the Relationship between ANOVA Main Effects and Average Treatment Effects	4
Sequential Gibbs Sampling Algorithm for Cognitive Diagnosis Models with Many Attributes	4
Linear Ballistic Accumulator Item Response Theory Model for Multidimensional Multiple-Alternative Forced-Choice Measurement of Personality	4
Modeling Changes in Response Style with Longitudinal IRTree Models	4
A Bayesian Approach to Estimating Reciprocal Effects with the Bivariate STARTS Model	4
A Network Study of Family Affect Systems in Daily Life	4
Bayesian Approach to Multivariate Component-Based Logistic Regression: Analyzing Correlated Multivariate Ordinal Data	3
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	3
A Generalized Diagnostic Classification Modeling Framework Integrating Differential Speediness: Advantages and Illustrations in Psychological and Educational Testing	3
Modeling Multivariate Count Time Series Data with a Vector Poisson Log-Normal Additive Model: Applications to Testing Treatment Effects in Single-Case Designs	3
Collinearity Issues in Autoregressive Models with Time-Varying Serially Dependent Covariates	3
Using Support Vector Machines for Facet Partitioning in Multidimensional Scaling	3
Bayesian Nonparametric Latent Class Analysis for Different Item Types	3
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	3
Bayesian Modeling of Test Reliability	3
Dependence Graphs Based on Association Rules to Explore Delusional Experiences	3
Bayesian Mediation Analysis with Power Prior Distributions	3
Avoiding Degeneracies in Ordinal Unfolding Using Kemeny-Equivalent Dissimilarities for Two-Way Two-Mode Preference Rank Data	3
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	3
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	3
Which is Better for Individual Participant Data Meta-Analysis of Zero-Inflated Count Outcomes, One-Step or Two-Step Analysis? A Simulation Study	2
Assessing Dimensionality in Non-Positive Definite Tetrachoric Correlation Matrices: Does Matrix Smoothing Help?	2
The Impact of Functional Form Complexity on Model Overfitting for Nonlinear Mixed-Effects Models	2
The Importance of Time Metric Precision When Implementing Bivariate Latent Change Score Models	2
Homogeneity Assumptions in the Analysis of Dynamic Processes	2
Structural Parameter Standard Error Estimation Method in Diagnostic Classification Models: Estimation and Application	2

Bootstrap-Based Between-Study Heterogeneity Tests in Meta-Analysis	2
Using Process Data to Improve Classification Accuracy of Cognitive Diagnosis Model	2
Multiple Imputation with Principal Components for Non-Normal Categorical Data	2
A Multi-Rater Latent Growth Curve Model	2
A Dynamic Structural Equation Approach to Modeling Wage Dynamics and Cumulative Advantage across the Lifespan	2
Statistical Inference in Redundancy Analysis: A Direct Covariance Structure Modeling Approach	2
Multilevel Hidden Markov Models for Behavioral Data: A Hawk-and-Dove Experiment	2
Integrating Cross-Lagged Panel Models with Instrumental Variables to Extend the Temporal Generalizability of Causal Inference	2
On the Common but Problematic Specification of Conflated Random Slopes in Multilevel Models	2
Methodological and Statistical Practices of Using Symptom Networks to Evaluate Mental Health Interventions: A Review and Reflections	2
FINDOUT: Using Either SPSS Commands or Graphical User Interface to Identify Influential Cases in Structural Equation Modeling in AMOS	2
Recent Advances in (Graphical) Network Models	2
A Causal Approach to Functional Mediation Analysis with Application to a Smoking Cessation Intervention	1
Latent Class Analysis for Repeatedly Measured Multiple Latent Class Variables	1
Multilevel Semiparametric Latent Variable Modeling in R with “galamm”	1
A Comparison of the Spatial Arrangement Method and the Total-Set Pairwise Rating Method for Obtaining Similarity Data in the Conceptual Domain	1
SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements	1
Modeling Growth in the Presence of Changing Measurement Properties between Persons and within Persons over Time: A Bayesian Regularized Second-Order Growth Curve Model	1
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	1
State Space Mixture Modeling: Finding People with Similar Patterns of Change	1
Multiple imputation in data that grow over time: a comparison of three strategies	1
On Fixed Marginal Distributions and Psychometric Network Models	1
Quantifying Evidence for—and against—Granger Causality with Bayes Factors	1
Testing Conditional Independence in Psychometric Networks: An Analysis of Three Bayesian Methods	1
Editorial	1
Subgrouping with Chain Graphical VAR Models	1
Understanding Composite-Based Structural Equation Modeling Methods From the Perspective of Regression Component Analysis	1
Local Minima in Factor Rotations	1
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	1
Using Selected Peers to Improve the Accuracy of Crowd Sourced Forecasts	1
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	1
HAVOK Extensions for Psychological Time Series Forecasting	1
Fitting Bayesian Stochastic Differential Equation Models with Mixed Effects through a Filtering Approach	1
Bayesian Multivariate Logistic Regression for Superiority and Inferiority Decision-Making under Observable Treatment Heterogeneity	1
A Latent Auto-Regressive Approach for Bayesian Structural Equation Modeling of Spatially or Socially Dependent Data	1
On the Selection of Item Scores or Composite Scores for Clinical Prediction	1
Environment-by-PGS Interaction in the Classical Twin Design: An Application to Childhood Anxiety and Negative Affect	1
A Mixed Effect Location-Scale Model with Mixture Distributed Scale Random Effects to Analyze (Near) Identical Entries in Ecological Momentary Assessments	1
A Cautionary Note about Having the Right Mixture Model but Classifying the Wrong People	1
ABkPowerCalculator: An App to Compute Power for Balanced (AB) ^k Single Case Experimental Designs	1
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	1
An Iterative Scale Purification Procedure on l _z for the Detection of Aberrant Responses	1
Modification Indices for Diagnostic Classification Models	1
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	1
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	1
Conducting Bayesian-Classical Hybrid Power Analysis with R Package Hybridpower	1
Exploratory Bi-factor Analysis with Multiple General Factors	1
Cross-Lagged Panel Analysis with Ordinal Items	1
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	1
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	1
On Subgrouping Continuous Processes in Discrete Time	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1
Deep Neural Networks for Propensity Score Estimation	1
Smoothed Quantiles for χ2 Type Test Statistics with Applications	1