OOIR: Observatory of International Research

Papers

(The median citation count of Annual Review of Statistics and Its Application is 5. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Convergence Diagnostics for Entity Resolution	207
Hawkes Models and Their Applications	92
Statistical Applications to Cognitive Diagnostic Testing	68
Statistics for Animal Tracking Data	61
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data	60
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case	46
Models for Integer Data	46
Geometric Methods for Cosmological Data on the Sphere	41
Model-Based Spatial Data Fusion	41
Change-Point Detection and Its Modern Applications	39
Competing Risks: Concepts, Methods, and Software	35
Generative Models: An Interdisciplinary Perspective	34
Model Diagnostics and Forecast Evaluation for Quantiles	30
Making Sense of Censored Covariates: Statistical Methods for Studies of Huntington's Disease	28
Excess Mortality Estimation	27
Demystifying Inference After Adaptive Experiments	26
Player Tracking Data in Sports	22
High-Dimensional Gene–Environment Interaction Analysis	20
Recent Advances in Conditional Extreme Quantile Analysis	20
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models	20
Generalized Additive Models	20
The Role of the Bayes Factor in the Evaluation of Evidence	18
Maps: A Statistical View	18
Six Statistical Senses	18
Deep Spatiotemporal Point Processes: Advances and New Directions	17

Neural Methods for Amortized Inference	16
Crafting 10 Years of Statistics Explanations: Points of Significance	16
Simulation-Based Bayesian Analysis	16
Surrogate Endpoints in Clinical Trials	13
Stochastic Models of Rainfall	12
Regression Models with Interval-Censored Variables	12
Operator Learning: A Statistical Perspective	12
Second-Generation Functional Data	11
Models and Rating Systems for Head-to-Head Competition	11
Disasters, Statistics, and the Humanitarian Sector	11
High-Dimensional Data Bootstrap	10
Identification and Inference with Invalid Instruments	10
The Enemies of Reliable and Useful Clinical Prediction Models: A Review of Statistical and Scientific Challenges	10
Graph-Based Change-Point Analysis	9
Statistical Modeling of the Ocean Environment	8
Measuring the Functioning Human Brain	8
Model-Based Clustering	8
Shape-Constrained Statistical Inference	8
Analysis of Tensor Time Series	7
Statistical Brain Network Analysis	7
Distributional Regression for Data Analysis	6
Bayesian Inference for Misspecified Generative Models	6
Statistical Deep Learning for Spatial and Spatiotemporal Data	6
The Why and How of Convex Clustering	6
Reproducibility in the Classroom	5
Recent Advances in Text Analysis	5