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 2021-09-01 to 2025-09-01.)
ArticleCitations
Convergence Diagnostics for Entity Resolution271
Hawkes Models and Their Applications158
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data109
Statistical Applications to Cognitive Diagnostic Testing60
Granger Causality: A Review and Recent Advances57
Models for Integer Data45
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case43
Model-Based Spatial Data Fusion41
Competing Risks: Concepts, Methods, and Software39
Geometric Methods for Cosmological Data on the Sphere32
Current Advances in Neural Networks31
Generative Models: An Interdisciplinary Perspective31
Excess Mortality Estimation30
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease28
Model Diagnostics and Forecast Evaluation for Quantiles27
26
Generalized Additive Models24
Player Tracking Data in Sports23
Demystifying Inference After Adaptive Experiments23
Risk Measures: Robustness, Elicitability, and Backtesting23
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
Value of Information Analysis in Models to Inform Health Policy19
Maps: A Statistical View19
Neural Methods for Amortized Inference18
0.024165153503418