Journal of the American Statistical Association

Papers
(The H4-Index of Journal of the American Statistical Association is 24. 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 2022-08-01 to 2026-08-01.)
ArticleCitations
Classified Mixed Model Projections347
Totally Concave Regression76
Correction to “Modeling Time-Varying Random Objects and Dynamic Networks”58
A Latent Variable Approach to Learning High-Dimensional Multivariate Longitudinal Data49
Network Regression and Supervised Centrality Estimation48
Consistent Least Squares Estimation in Population-Size-Dependent Branching Processes43
U-Statistic Reduction: Higher-Order Accurate Risk Control and Statistical-Computational Trade-Off43
Analysis of Variance of Tensor Product Reproducing Kernel Hilbert Spaces on Metric Spaces42
Handbook of Bayesian, Fiducial, and Frequentist Inference38
Sequential Knockoffs for Variable Selection in Reinforcement Learning38
A Semiparametric Inverse Reinforcement Learning Approach to Characterize Decision Making for Mental Disorders37
A Minimax Two-Sample Test for Functional Data via Grothendieck’s Divergence35
Inside-Out Cross-Covariance for Spatial Multivariate Data31
Censored Interquantile Regression Model with Time-Dependent Covariates31
The Effect of Alcohol Intake on Brain White Matter Microstructural Integrity: A New Causal Inference Framework for Incomplete Phenomic Data31
Exploration, Confirmation, and Replication in the Same Observational Study: A Two Team Cross-Screening Approach to Studying the Effect of Unwanted Pregnancy on Mothers’ Later Life Outcomes30
In Nonparametric and High-Dimensional Models, Bayesian Ignorability is an Informative Prior29
Scalable and Robust Regression Models for Continuous Proportional Data29
Successive Classification Learning for Estimating Quantile Optimal Treatment Regimes27
Subspace Estimation with Automatic Dimension and Variable Selection in Sufficient Dimension Reduction26
Frequency-Band Estimation of the Number of Factors25
Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process24
Bayesian Conditional Transformation Models24
Modern Applied Regressions: Bayesian and Frequentist Analysis of Categorical and Limited Response variables with R and StanModern Applied Regressions: Bayesian and Frequentist Analysis of Categorical 24
Kernel Estimation of Bivariate Time-Varying Coefficient Model for Longitudinal Data with Terminal Event24
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