OOIR: Observatory of International Research

Papers

(The H4-Index of Statistical Science is 16. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Outcome-Wide Longitudinal Designs for Causal Inference: A New Template for Empirical Studies	117
A General Framework for Vecchia Approximations of Gaussian Processes	76
The Box–Cox Transformation: Review and Extensions	56
Exponential-Family Models of Random Graphs: Inference in Finite, Super and Infinite Population Scenarios	47
A Selective Overview of Deep Learning	42
Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons	37
Revisiting the Gelman–Rubin Diagnostic	35
The Dependent Dirichlet Process and Related Models	27
Additive and Multiplicative Effects Network Models	25
In Defense of the Indefensible: A Very Naïve Approach to High-Dimensional Inference	25
Invariance, Causality and Robustness	25
The GENIUS Approach to Robust Mendelian Randomization Inference	20
Analyzing Stochastic Computer Models: A Review with Opportunities	18
Robust High-Dimensional Factor Models with Applications to Statistical Machine Learning	18
Comparative Study of Differentially Private Data Synthesis Methods	17
Convex Relaxation Methods for Community Detection	17
Choosing Among Notions of Multivariate Depth Statistics	16
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery	16