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 2020-04-01 to 2024-04-01.)

Article	Citations
A Tutorial on Estimating Time-Varying Vector Autoregressive Models	51
Evaluating SEM Model Fit with Small Degrees of Freedom	47
Bayesian Estimation for Gaussian Graphical Models: Structure Learning, Predictability, and Network Comparisons	31
Entropy Fit Indices: New Fit Measures for Assessing the Structure and Dimensionality of Multiple Latent Variables	24
On the Importance of Estimating Parameter Uncertainty in Network Psychometrics: A Response to Forbes et al. (2019)	20
dynamic : An R Package for Deriving Dynamic Fit Index Cutoffs for Factor Analysis	18
Sampling Variability Is Not Nonreplication: A Bayesian Reanalysis of Forbes, Wright, Markon, and Krueger	17
Recovering Within-Person Dynamics from Psychological Time Series	17
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	15
Model Selection and Model Averaging for Mixed-Effects Models with Crossed Random Effects for Subjects and Items	15
Bootstrap Confidence Intervals for Multilevel Standardized Effect Size	14
Interpreting Interaction Effects in Generalized Linear Models of Nonlinear Probabilities and Counts	14
Causal Inference with Multilevel Data: A Comparison of Different Propensity Score Weighting Approaches	14
Small but Nontrivial: A Comparison of Six Strategies to Handle Cross-Loadings in Bifactor Predictive Models	14
Psychometric and Machine Learning Approaches to Reduce the Length of Scales	13
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power	13
Investigating the Normativity of Trait Estimates from Multidimensional Forced-Choice Data	12
Q-Matrix Estimation Methods for Cognitive Diagnosis Models: Based on Partial Known Q-Matrix	11
Bayesian Estimation of Single-Test Reliability Coefficients	11
A Person- and Time-Varying Vector Autoregressive Model to Capture Interactive Infant-Mother Head Movement Dynamics	10
AI-Assisted Systematic Reviewing: Selecting Studies to Compare Bayesian Versus Frequentist SEM for Small Sample Sizes	10
On Omega Hierarchical Estimation: A Comparison of Exploratory Bi-Factor Analysis Algorithms	9
Do Response Styles Affect Estimates of Growth on Social-Emotional Constructs? Evidence from Four Years of Longitudinal Survey Scores	8
A Bayesian Latent Variable Selection Model for Nonignorable Missingness	8
A Higher-Order Cognitive Diagnosis Model with Ordinal Attributes for Dichotomous Response Data	8

The Curious Case of the Cross-Sectional Correlation	8
Random Forests Approach for Causal Inference with Clustered Observational Data	8
Factorial Invariance and Orthogonal Rotation	8
Wording Effects in Assessment: Missing the Trees for the Forest	8
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	8
A Sequential Response Model for Analyzing Process Data on Technology-Based Problem-Solving Tasks	8
Modeling Multidimensional Forced Choice Measures with the Zinnes and Griggs Pairwise Preference Item Response Theory Model	7
Changing the Scale: The Effect of Modifying Response Scale Labels on the Measurement of Personality and Affect	7
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	7
A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses	7
The Truth behind the Zeros: A New Approach to Principal Component Analysis of the Neuropsychiatric Inventory	7
On Unreplicable Inferences in Psychopathology Symptom Networks and the Importance of Unreliable Parameter Estimates	7
Bayesian Model Averaging as an Alternative to Model Selection for Multilevel Models	7
Large-Scale Survey Data Analysis with Penalized Regression: A Monte Carlo Simulation on Missing Categorical Predictors	6
Generalizability of Dynamic Fit Index, Equivalence Testing, and Hu & Bentler Cutoffs for Evaluating Fit in Factor Analysis	6
Multilevel Meta-Analysis of Individual Participant Data of Single-Case Experimental Designs: One-Stage versus Two-Stage Methods	6
A Comprehensive Review and Comparison of CUSUM and Change-Point-Analysis Methods to Detect Test Speededness	6
Configurational Causal Modeling and Logic Regression	6
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	6
Bayesian Estimation and Testing of a Beta Factor Model for Bounded Continuous Variables	5
R-squared Measures for Multilevel Models with Three or More Levels	5
A Generalized Partially Confirmatory Factor Analysis Framework with Mixed Bayesian Lasso Methods	5
Bayesian Inference for IRT Models with Non-Normal Latent Trait Distributions	5
Copula-Based Redundancy Analysis	5
Penalized Least Squares for Structural Equation Modeling with Ordinal Responses	5
Relations between Networks, Regression, Partial Correlation, and the Latent Variable Model	5
A Comparison of Regularized Maximum-Likelihood, Regularized 2-Stage Least Squares, and Maximum-Likelihood Estimation with Misspecified Models, Small Samples, and Weak Factor Structure	5
Reducing Incidence of Nonpositive Definite Covariance Matrices in Mixed Effect Models	5
Dynamic Mixture Modeling with dynr	5
Latent Class Mediation: A Comparison of Six Approaches	5
Heterogeneity in Individual Network Analysis: Reality or Illusion?	5
Adjusting for Measurement Noninvariance with Alignment in Growth Modeling	5
Repeated Measures ANOVA with Latent Variables to Analyze Interindividual Differences in Contrasts	5
Clustering Individuals on Limited Features of a Vector Autoregressive Model	5
Joint Hidden Markov Model for Longitudinal and Time-to-Event Data with Latent Variables	4
Modeling Changes in Response Style with Longitudinal IRTree Models	4
Addressing Quantitative and Qualitative Hypotheses Using Regression Models with Equality Restrictions and Predictors Measured in Common Units	4
Sequential Gibbs Sampling Algorithm for Cognitive Diagnosis Models with Many Attributes	4
Evaluating Covariate Effects on ESM Measurement Model Changes with Latent Markov Factor Analysis: A Three-Step Approach	4
Inferring Latent Structure in Polytomous Data with a Higher-Order Diagnostic Model	4
How to Choose between Different Bayesian Posterior Indices for Hypothesis Testing in Practice	4
Metric Stability in Item Response Models	4
Response Surface Analysis with Missing Data	4
Tuning Random Forests for Causal Inference under Cluster-Level Unmeasured Confounding	4
Dynamical System Modeling of Self-Regulated Systems Undergoing Multiple Excitations: First Order Differential Equation Approach	3
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	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
A Realistic Evaluation of Methods for Handling Missing Data When There is a Mixture of MCAR, MAR, and MNAR Mechanisms in the Same Dataset	3
On the Relationship between ANOVA Main Effects and Average Treatment Effects	3
Avoiding Degeneracies in Ordinal Unfolding Using Kemeny-Equivalent Dissimilarities for Two-Way Two-Mode Preference Rank Data	3

Accounting for Latent Covariates in Average Effects from Count Regressions	3
Dependence Graphs Based on Association Rules to Explore Delusional Experiences	3
Bayesian Mediation Analysis with Power Prior Distributions	3
Linear Ballistic Accumulator Item Response Theory Model for Multidimensional Multiple-Alternative Forced-Choice Measurement of Personality	3
Bayesian Testing of Scientific Expectations under Multivariate Normal Linear Models	3
A Gentle Introduction to Bayesian Network Meta-Analysis Using an Automated R Package	3
Power and Sample Size Determination for Multilevel Mediation in Three-Level Cluster-Randomized Trials	3
Bootstrap-Based Between-Study Heterogeneity Tests in Meta-Analysis	2
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	2
The Impact of Item Feature and Response Preference in a Mixed-Format Design	2
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	2
Multiple Imputation with Principal Components for Non-Normal Categorical Data	2
Identifying and Estimating Causal Moderation for Treated and Targeted Subgroups	2
A Dynamic Structural Equation Approach to Modeling Wage Dynamics and Cumulative Advantage across the Lifespan	2
Which is Better for Individual Participant Data Meta-Analysis of Zero-Inflated Count Outcomes, One-Step or Two-Step Analysis? A Simulation Study	2
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	2
Bayesian Modeling of Test Reliability	2
Collinearity Issues in Autoregressive Models with Time-Varying Serially Dependent Covariates	2
Moving beyond Likert and Traditional Forced-Choice Scales: A Comprehensive Investigation of the Graded Forced-Choice Format	2
Bayesian Approach to Multivariate Component-Based Logistic Regression: Analyzing Correlated Multivariate Ordinal Data	2
A Generalized Diagnostic Classification Modeling Framework Integrating Differential Speediness: Advantages and Illustrations in Psychological and Educational Testing	2
A Comparison of Limited-Information Test Statistics for a Response Style MIRT Model	2
Reliable Trees: Reliability Informed Recursive Partitioning for Psychological Data	2
The Importance of Time Metric Precision When Implementing Bivariate Latent Change Score Models	2
Bayesian Uncertainty Estimation for Gaussian Graphical Models and Centrality Indices	2
Accommodating a Latent XM Interaction in Statistical Mediation Analysis	2
Cross-Lagged Panel Analysis with Ordinal Items	1
Quantifying Evidence for—and against—Granger Causality with Bayes Factors	1
Modification Indices for Diagnostic Classification Models	1
Exploratory Bi-factor Analysis with Multiple General Factors	1
Multiple imputation in data that grow over time: a comparison of three strategies	1
Editorial	1
Rotate and Project: Measurement of the Intended Concept with Unidimensional Item Response Theory from Multidimensional Ordinal Items	1
Smoothed Quantiles for χ2 Type Test Statistics with Applications	1
An Iterative Scale Purification Procedure on l _z for the Detection of Aberrant Responses	1
A Comparison of the Spatial Arrangement Method and the Total-Set Pairwise Rating Method for Obtaining Similarity Data in the Conceptual Domain	1
Using Support Vector Machines for Facet Partitioning in Multidimensional Scaling	1
FINDOUT: Using Either SPSS Commands or Graphical User Interface to Identify Influential Cases in Structural Equation Modeling in AMOS	1
Bayesian One-Sided Variable Selection	1
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	1
State Space Mixture Modeling: Finding People with Similar Patterns of Change	1
Multilevel Hidden Markov Models for Behavioral Data: A Hawk-and-Dove Experiment	1
Statistical Inference in Redundancy Analysis: A Direct Covariance Structure Modeling Approach	1
Assessing Dimensionality in Non-Positive Definite Tetrachoric Correlation Matrices: Does Matrix Smoothing Help?	1
Integrating Cross-Lagged Panel Models with Instrumental Variables to Extend the Temporal Generalizability of Causal Inference	1
A Mixed Effect Location-Scale Model with Mixture Distributed Scale Random Effects to Analyze (Near) Identical Entries in Ecological Momentary Assessments	1
ABkPowerCalculator: An App to Compute Power for Balanced (AB) ^k Single Case Experimental Designs	1
On the Common but Problematic Specification of Conflated Random Slopes in Multilevel Models	1
A Multi-Rater Latent Growth Curve Model	1
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	1
Bivariate Model for Dichotomous Responses and Latent Variables Jointly Assessing Attitude and Attitudinal Stability	1
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	1
Structural Parameter Standard Error Estimation Method in Diagnostic Classification Models: Estimation and Application	1
On Subgrouping Continuous Processes in Discrete Time	1
On Fixed Marginal Distributions and Psychometric Network Models	1
A Latent Auto-Regressive Approach for Bayesian Structural Equation Modeling of Spatially or Socially Dependent Data	1
Recent Advances in (Graphical) Network Models	1
The Hellinger Distance within Posterior Predictive Assessment for Investigating Multidimensionality in IRT Models	1
Using Process Data to Improve Classification Accuracy of Cognitive Diagnosis Model	1
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
Go Multivariate: Recommendations on Bayesian Multilevel Hidden Markov Models with Categorical Data	1
Latent Class Analysis for Repeatedly Measured Multiple Latent Class Variables	1
Using Selected Peers to Improve the Accuracy of Crowd Sourced Forecasts	1
A Square-Root Second-Order Extended Kalman Filtering Approach for Estimating Smoothly Time-Varying Parameters	1
A Bayesian Approach to Estimating Reciprocal Effects with the Bivariate STARTS Model	1
Environment-by-PGS Interaction in the Classical Twin Design: An Application to Childhood Anxiety and Negative Affect	1
Bayesian Nonparametric Latent Class Analysis for Different Item Types	1