OOIR: Observatory of International Research

Papers

(The median citation count of Annual Review of Statistics and Its Application is 6. 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.)

Article	Citations
Convergence Diagnostics for Entity Resolution	251
Hawkes Models and Their Applications	150
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data	103
Granger Causality: A Review and Recent Advances	57
Statistical Applications to Cognitive Diagnostic Testing	57
Models for Integer Data	41
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case	39
Geometric Methods for Cosmological Data on the Sphere	37
Competing Risks: Concepts, Methods, and Software	34
Current Advances in Neural Networks	32
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease	30
Generative Models: An Interdisciplinary Perspective	30
Model Diagnostics and Forecast Evaluation for Quantiles	28
Excess Mortality Estimation	27
Generalized Additive Models	26
Demystifying Inference After Adaptive Experiments	26
Risk Measures: Robustness, Elicitability, and Backtesting	24
	23
Player Tracking Data in Sports	22
High-Dimensional Gene–Environment Interaction Analysis	21
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models	20
The Role of the Bayes Factor in the Evaluation of Evidence	20
Six Statistical Senses	19
Maps: A Statistical View	19
Value of Information Analysis in Models to Inform Health Policy	19

Neural Methods for Amortized Inference	17
Simulation-Based Bayesian Analysis	16
Surrogate Endpoints in Clinical Trials	15
Quantum Computing in a Statistical Context	15
Crafting 10 Years of Statistics Explanations: Points of Significance	15
Framing Causal Questions in Life Course Epidemiology	14
Stochastic Models of Rainfall	13
Post-Selection Inference	13
Discrete Latent Variable Models	12
Is There a Cap on Longevity? A Statistical Review	11
Models and Rating Systems for Head-to-Head Competition	11
High-Dimensional Data Bootstrap	10
Graph-Based Change-Point Analysis	10
Second-Generation Functional Data	10
Causality and the Cox Regression Model	10
Identification and Inference with Invalid Instruments	10
Statistical Brain Network Analysis	9
Model-Based Clustering	9
Basis-Function Models in Spatial Statistics	8
Measuring the Functioning Human Brain	8
Bayesian Inference for Misspecified Generative Models	7
Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data	7
Shape-Constrained Statistical Inference	7
Recent Advances in Text Analysis	7
Statistical Deep Learning for Spatial and Spatiotemporal Data	6
Distributional Regression for Data Analysis	6
Reproducibility in the Classroom	6