Annual Review of Statistics and Its Application

Papers
(The H4-Index of Annual Review of Statistics and Its Application is 17. 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
Reproducibility in the Classroom193
Hawkes Models and Their Applications120
Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data79
Designs for Vaccine Studies48
Stochastic Models of Rainfall44
Bayesian Inference for Misspecified Generative Models32
Convergence Diagnostics for Entity Resolution30
A Brief Tour of Deep Learning from a Statistical Perspective25
Discrete Latent Variable Models24
High-Dimensional Gene–Environment Interaction Analysis24
Shared Frailty Methods for Complex Survival Data: A Review of Recent Advances19
Relational Event Modeling19
Role of Statistics in Detecting Misinformation: A Review of the State of the Art, Open Issues, and Future Research Directions18
An Update on Measurement Error Modeling18
Distributional Regression for Data Analysis17
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models17
Recent Advances in Text Analysis17
Statistical Deep Learning for Spatial and Spatiotemporal Data17
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