OOIR: Observatory of International Research

Papers

(The median citation count of Annual Review of Statistics and Its Application is 4. 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 2021-02-01 to 2025-02-01.)

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
Shared Frailty Methods for Complex Survival Data: A Review of Recent Advances	25
Relational Event Modeling	25
Role of Statistics in Detecting Misinformation: A Review of the State of the Art, Open Issues, and Future Research Directions	22
An Update on Measurement Error Modeling	22
Stochastic Models of Rainfall	21
Bayesian Inference for Misspecified Generative Models	21
Convergence Diagnostics for Entity Resolution	21
Twenty-First-Century Statistical and Computational Challenges in Astrophysics	18
Compositional Data Analysis	18
Statistical Deep Learning for Spatial and Spatiotemporal Data	18
Statistical Applications to Cognitive Diagnostic Testing	17
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models	17
The Role of the Bayes Factor in the Evaluation of Evidence	16
Maps: A Statistical View	16

Statistical Evaluation of Medical Tests	15
Granger Causality: A Review and Recent Advances	14
Synthetic Data	13
Space-Time Covariance Structures and Models	12
Approximate Methods for Bayesian Computation	12
Missing Data Assumptions	12
A Practical Guide to Family Studies with Lifetime Data	12
Is There a Cap on Longevity? A Statistical Review	12
A Variational View on Statistical Multiscale Estimation	11
Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data	11
Statistical Data Integration for Health Policy Evidence-Building	11
Consequences of Asking Sensitive Questions in Surveys	10
Online Learning Algorithms	10
Quantile Regression for Survival Data	10
Communication of Statistics and Evidence in Times of Crisis	10
Postprocessing of MCMC	10
Sustainable Statistical Capacity-Building for Africa: The Biostatistics Case	9
Interpretable Machine Learning for Discovery: Statistical Challenges and Opportunities	9
Causal Inference in the Social Sciences	8
	8
Models and Rating Systems for Head-to-Head Competition	8
Fair Risk Algorithms	8
Models for Integer Data	8
Statistics in Phonetics	7
High-Dimensional Data Bootstrap	7
Value of Information Analysis in Models to Inform Health Policy	7
Adaptive Enrichment Designs in Clinical Trials	6
Markov Chain Monte Carlo in Practice	6
Second-Generation Functional Data	6
A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation, and Blackwell's Theorem	6
Algorithmic Fairness: Choices, Assumptions, and Definitions	6
Analysis of Microbiome Data	6
Tensors in Statistics	5
Modeling Player and Team Performance in Basketball	5
Six Statistical Senses	5
Perspective on Data Science	5
A Review of Empirical Likelihood	4
Extreme Value Analysis for Financial Risk Management	4
Current Advances in Neural Networks	4
Manifold Learning: What, How, and Why	4