Annual Review of Statistics and Its Application

Papers
(The TQCC of Annual Review of Statistics and Its Application is 18. 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
Convergence Diagnostics for Entity Resolution235
Hawkes Models and Their Applications115
Statistical Applications to Cognitive Diagnostic Testing94
Statistics for Animal Tracking Data77
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data72
Model-Based Spatial Data Fusion68
Models for Integer Data56
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case56
Geometric Methods for Cosmological Data on the Sphere47
Change-Point Detection and Its Modern Applications46
Competing Risks: Concepts, Methods, and Software42
Model Diagnostics and Forecast Evaluation for Quantiles38
Generative Models: An Interdisciplinary Perspective35
Excess Mortality Estimation31
Demystifying Inference After Adaptive Experiments30
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease30
Player Tracking Data in Sports29
Recent Advances in Conditional Extreme Quantile Analysis24
Generalized Additive Models24
Maps: A Statistical View22
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models22
High-Dimensional Gene–Environment Interaction Analysis22
The Role of the Bayes Factor in the Evaluation of Evidence21
Six Statistical Senses20
Deep Spatiotemporal Point Processes: Advances and New Directions19
Neural Methods for Amortized Inference18
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