OOIR: Observatory of International Research

Papers

(The TQCC of Annual Review of Statistics and Its Application is 12. 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 2021-03-01 to 2025-03-01.)

Article	Citations
Reproducibility in the Classroom	283
Measure Transportation and Statistical Decision Theory	144
Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data	90
Graduate Education in Statistics and Data Science: The Why, When, Where, Who, and What	87
Designs for Vaccine Studies	64
A Brief Tour of Deep Learning from a Statistical Perspective	63
High-Dimensional Gene–Environment Interaction Analysis	35
Discrete Latent Variable Models	31
Distributional Regression for Data Analysis	29
Recent Advances in Text Analysis	27
Hawkes Models and Their Applications	26
Relational Event Modeling	25
Shared Frailty Methods for Complex Survival Data: A Review of Recent Advances	25
An Update on Measurement Error Modeling	22
Role of Statistics in Detecting Misinformation: A Review of the State of the Art, Open Issues, and Future Research Directions	22
Bayesian Inference for Misspecified Generative Models	21
Convergence Diagnostics for Entity Resolution	21
Stochastic Models of Rainfall	21
Statistical Deep Learning for Spatial and Spatiotemporal Data	18
Twenty-First-Century Statistical and Computational Challenges in Astrophysics	18
Compositional Data Analysis	18
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models	17
Statistical Applications to Cognitive Diagnostic Testing	17
Maps: A Statistical View	16
The Role of the Bayes Factor in the Evaluation of Evidence	16

Statistical Evaluation of Medical Tests	15
Granger Causality: A Review and Recent Advances	14
Synthetic Data	13
A Variational View on Statistical Multiscale Estimation	12
Approximate Methods for Bayesian Computation	12
A Practical Guide to Family Studies with Lifetime Data	12
Is There a Cap on Longevity? A Statistical Review	12
Space-Time Covariance Structures and Models	12