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 2020-04-01 to 2024-04-01.)

Article	Citations
Algorithmic Fairness: Choices, Assumptions, and Definitions	203
Granger Causality: A Review and Recent Advances	75
Compositional Data Analysis	62
A Review of Generalizability and Transportability	50
Synthetic Data	43
Vine Copula Based Modeling	41
Sibling Comparison Studies	26
Space-Time Covariance Structures and Models	24
Sparse Structures for Multivariate Extremes	23
Modeling Player and Team Performance in Basketball	23
Tensors in Statistics	20
Statistical Connectomics	18
Quantile Regression for Survival Data	18
Value of Information Analysis in Models to Inform Health Policy	15
Markov Chain Monte Carlo in Practice	14
Innovation Diffusion Processes: Concepts, Models, and Predictions	13
Model-Based Clustering	12
Consequences of Asking Sensitive Questions in Surveys	12
Recent Challenges in Actuarial Science	11
Missing Data Assumptions	11
Risk Measures: Robustness, Elicitability, and Backtesting	11
Post-Selection Inference	11
Online Learning Algorithms	10
Causality and the Cox Regression Model	10
Statistical Evaluation of Medical Tests	10

Adaptive Enrichment Designs in Clinical Trials	10
Twenty-First-Century Statistical and Computational Challenges in Astrophysics	10
Effects of Causes and Causes of Effects	9
Basis-Function Models in Spatial Statistics	9
Current Advances in Neural Networks	8
Simulation and Analysis Methods for Stochastic Compartmental Epidemic Models	8
High-Dimensional Survival Analysis: Methods and Applications	7
Flexible Models for Complex Data with Applications	7
Postprocessing of MCMC	7
Model Diagnostics and Forecast Evaluation for Quantiles	7
Statistical Deep Learning for Spatial and Spatiotemporal Data	7
Discrete Latent Variable Models	6
Confidentiality Protection in the 2020 US Census of Population and Housing	6
Second-Generation Functional Data	6
Quantum Computing in a Statistical Context	6
Perspective on Data Science	6
Statistical Applications in Educational Measurement	6
Statistical Methods for Exoplanet Detection with Radial Velocities	6
Score-Driven Time Series Models	5
High-Dimensional Data Bootstrap	5
Surrogate Endpoints in Clinical Trials	5
Measure Transportation and Statistical Decision Theory	5
Statistical Data Privacy: A Song of Privacy and Utility	5
A Review of Empirical Likelihood	5
Is There a Cap on Longevity? A Statistical Review	4
Framing Causal Questions in Life Course Epidemiology	4
Shared Frailty Methods for Complex Survival Data: A Review of Recent Advances	4
Interpretable Machine Learning for Discovery: Statistical Challenges and Opportunities	4