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 2021-09-01 to 2025-09-01.)

Article	Citations
Convergence Diagnostics for Entity Resolution	271
Hawkes Models and Their Applications	158
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data	109
Statistical Applications to Cognitive Diagnostic Testing	60
Granger Causality: A Review and Recent Advances	57
Models for Integer Data	45
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case	43
Model-Based Spatial Data Fusion	41
Competing Risks: Concepts, Methods, and Software	39
Geometric Methods for Cosmological Data on the Sphere	32
Current Advances in Neural Networks	31
Generative Models: An Interdisciplinary Perspective	31
Excess Mortality Estimation	30
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease	28
Model Diagnostics and Forecast Evaluation for Quantiles	27
	26
Generalized Additive Models	24
Demystifying Inference After Adaptive Experiments	23
Risk Measures: Robustness, Elicitability, and Backtesting	23
Player Tracking Data in Sports	23
High-Dimensional Gene–Environment Interaction Analysis	21
The Role of the Bayes Factor in the Evaluation of Evidence	20
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models	20
Value of Information Analysis in Models to Inform Health Policy	19
Maps: A Statistical View	19

Six Statistical Senses	19
Neural Methods for Amortized Inference	18
Surrogate Endpoints in Clinical Trials	16
Crafting 10 Years of Statistics Explanations: Points of Significance	16
Quantum Computing in a Statistical Context	16
Simulation-Based Bayesian Analysis	14
Post-Selection Inference	13
Framing Causal Questions in Life Course Epidemiology	13
Discrete Latent Variable Models	12
Stochastic Models of Rainfall	12
Second-Generation Functional Data	11
Is There a Cap on Longevity? A Statistical Review	11
Models and Rating Systems for Head-to-Head Competition	11
Graph-Based Change-Point Analysis	10
High-Dimensional Data Bootstrap	10
Causality and the Cox Regression Model	10
The Enemies of Reliable and Useful Clinical Prediction Models: A Review of Statistical and Scientific Challenges	10
Identification and Inference with Invalid Instruments	10
Statistical Brain Network Analysis	9
Model-Based Clustering	9
Shape-Constrained Statistical Inference	8
Recent Advances in Text Analysis	7
Basis-Function Models in Spatial Statistics	7
Reproducibility in the Classroom	7
Measuring the Functioning Human Brain	7
Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data	6
Statistical Deep Learning for Spatial and Spatiotemporal Data	6