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 2022-01-01 to 2026-01-01.)
ArticleCitations
Convergence Diagnostics for Entity Resolution354
Hawkes Models and Their Applications178
Statistics for Animal Tracking Data130
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data77
Granger Causality: A Review and Recent Advances64
Statistical Applications to Cognitive Diagnostic Testing64
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case52
Model-Based Spatial Data Fusion50
Models for Integer Data44
Change-Point Detection and Its Modern Applications43
Competing Risks: Concepts, Methods, and Software38
Current Advances in Neural Networks38
Geometric Methods for Cosmological Data on the Sphere38
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease37
Model Diagnostics and Forecast Evaluation for Quantiles33
Generative Models: An Interdisciplinary Perspective31
Excess Mortality Estimation28
Demystifying Inference After Adaptive Experiments27
Risk Measures: Robustness, Elicitability, and Backtesting26
26
Generalized Additive Models25
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models23
Player Tracking Data in Sports23
High-Dimensional Gene–Environment Interaction Analysis22
The Role of the Bayes Factor in the Evaluation of Evidence22
Maps: A Statistical View21
Six Statistical Senses20
Deep Spatiotemporal Point Processes: Advances and New Directions18
Value of Information Analysis in Models to Inform Health Policy18
Simulation-Based Bayesian Analysis17
Neural Methods for Amortized Inference17
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