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 2020-11-01 to 2024-11-01.)

Article	Citations
Algorithmic Fairness: Choices, Assumptions, and Definitions	253
Granger Causality: A Review and Recent Advances	114
Compositional Data Analysis	86
A Review of Generalizability and Transportability	76
Vine Copula Based Modeling	52
Synthetic Data	52
Sibling Comparison Studies	35
Sparse Structures for Multivariate Extremes	31
Modeling Player and Team Performance in Basketball	29
Markov Chain Monte Carlo in Practice	27
Space-Time Covariance Structures and Models	26
Tensors in Statistics	24
Quantile Regression for Survival Data	22
Innovation Diffusion Processes: Concepts, Models, and Predictions	21
Value of Information Analysis in Models to Inform Health Policy	21
Statistical Connectomics	20
Online Learning Algorithms	20
Causality and the Cox Regression Model	19
Model-Based Clustering	18
Consequences of Asking Sensitive Questions in Surveys	18
Post-Selection Inference	17
Recent Challenges in Actuarial Science	16
Statistical Deep Learning for Spatial and Spatiotemporal Data	16
Missing Data Assumptions	15
Risk Measures: Robustness, Elicitability, and Backtesting	14

Basis-Function Models in Spatial Statistics	14
Twenty-First-Century Statistical and Computational Challenges in Astrophysics	14
High-Dimensional Survival Analysis: Methods and Applications	13
Adaptive Enrichment Designs in Clinical Trials	12
Model Diagnostics and Forecast Evaluation for Quantiles	12
Measure Transportation and Statistical Decision Theory	12
Fifty Years of the Cox Model	12
Statistical Evaluation of Medical Tests	11
Flexible Models for Complex Data with Applications	11
Confidentiality Protection in the 2020 US Census of Population and Housing	11
Current Advances in Neural Networks	10
Postprocessing of MCMC	10
Effects of Causes and Causes of Effects	10
High-Dimensional Data Bootstrap	10
Statistical Methods for Exoplanet Detection with Radial Velocities	10
Interpretable Machine Learning for Discovery: Statistical Challenges and Opportunities	10
Discrete Latent Variable Models	9
Second-Generation Functional Data	9
A Review of Empirical Likelihood	8
Statistical Data Privacy: A Song of Privacy and Utility	8
Simulation and Analysis Methods for Stochastic Compartmental Epidemic Models	8
Score-Driven Time Series Models	8
Statistical Applications in Educational Measurement	8
Quantum Computing in a Statistical Context	7
Perspective on Data Science	7
Player Tracking Data in Sports	7
Surrogate Endpoints in Clinical Trials	6
Is There a Cap on Longevity? A Statistical Review	6
Extreme Value Analysis for Financial Risk Management	6
Shared Frailty Methods for Complex Survival Data: A Review of Recent Advances	6
Framing Causal Questions in Life Course Epidemiology	6
Causal Inference in the Social Sciences	6