Annual Review of Statistics and Its Application

Papers
(The TQCC 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 2021-08-01 to 2025-08-01.)
ArticleCitations
Convergence Diagnostics for Entity Resolution251
Hawkes Models and Their Applications150
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data103
Statistical Applications to Cognitive Diagnostic Testing57
Granger Causality: A Review and Recent Advances57
Models for Integer Data41
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case39
Geometric Methods for Cosmological Data on the Sphere37
Competing Risks: Concepts, Methods, and Software34
Current Advances in Neural Networks32
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease30
Generative Models: An Interdisciplinary Perspective30
Model Diagnostics and Forecast Evaluation for Quantiles28
Excess Mortality Estimation27
Demystifying Inference After Adaptive Experiments26
Generalized Additive Models26
Risk Measures: Robustness, Elicitability, and Backtesting24
23
Player Tracking Data in Sports22
High-Dimensional Gene–Environment Interaction Analysis21
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models20
The Role of the Bayes Factor in the Evaluation of Evidence20
Six Statistical Senses19
Maps: A Statistical View19
Value of Information Analysis in Models to Inform Health Policy19
Neural Methods for Amortized Inference17
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