Annual Review of Statistics and Its Application

Papers
(The TQCC of Annual Review of Statistics and Its Application is 14. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
Convergence Diagnostics for Entity Resolution206
Hawkes Models and Their Applications127
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data86
Statistical Applications to Cognitive Diagnostic Testing50
Granger Causality: A Review and Recent Advances45
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case33
Models for Integer Data31
Geometric Methods for Cosmological Data on the Sphere30
Competing Risks: Concepts, Methods, and Software28
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease25
Current Advances in Neural Networks25
Excess Mortality Estimation24
Generative Models: An Interdisciplinary Perspective23
Generalized Additive Models20
Player Tracking Data in Sports20
20
Model Diagnostics and Forecast Evaluation for Quantiles20
Risk Measures: Robustness, Elicitability, and Backtesting19
High-Dimensional Gene–Environment Interaction Analysis18
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models18
Maps: A Statistical View18
The Role of the Bayes Factor in the Evaluation of Evidence17
Six Statistical Senses16
Value of Information Analysis in Models to Inform Health Policy16
Neural Methods for Amortized Inference15
Crafting 10 Years of Statistics Explanations: Points of Significance14
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