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 2021-04-01 to 2025-04-01.)
ArticleCitations
A Kernel Log-Rank Test of Independence for Right-Censored Data184
Split Knockoffs for Multiple Comparisons: Controlling the Directional False Discovery Rate184
Optimal Subsampling via Predictive Inference113
Identifiability and Consistent Estimation for Gaussian Chain Graph Models94
Structural Equation Modeling Using R/SAS: A Step-by-Step Approach with Real Data Analysis77
Statistical Foundations Driving 21st Century Innovation68
A General Framework for Circular Local Likelihood Regression60
Functional Integrative Bayesian Analysis of High-Dimensional Multiplatform Clinicogenomic Data60
In Nonparametric and High-Dimensional Models, Bayesian Ignorability is an Informative Prior57
Correction51
Factor Augmented Sparse Throughput Deep ReLU Neural Networks for High Dimensional Regression47
A Composite Likelihood-Based Approach for Change-Point Detection in Spatio-Temporal Processes45
Clustering High-Dimensional Noisy Categorical Data41
Handbook of Bayesian, Fiducial, and Frequentist Inference40
Class-specific Joint Feature Screening in Ultrahigh-dimensional Mixture Regression*36
Spatio-Temporal Cross-Covariance Functions under the Lagrangian Framework with Multiple Advections32
A Novel Approach of High Dimensional Linear Hypothesis Testing Problem31
U-Statistic Reduction: Higher-Order Accurate Risk Control and Statistical-Computational Trade-Off29
Ranking Inferences Based on the Top Choice of Multiway Comparisons29
Multivariate Rank-Based Distribution-Free Nonparametric Testing Using Measure Transportation29
Ordinal Data Analysis: Statistical Perspective with Applications27
Modeling Preferences: A Bayesian Mixture of Finite Mixtures for Rankings and Ratings27
Inference of Breakpoints in High-dimensional Time Series27
Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies26
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