OOIR: Observatory of International Research

Papers

(The H4-Index of Statistical Science is 15. 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 2020-09-01 to 2024-09-01.)

Article	Citations
A General Framework for Vecchia Approximations of Gaussian Processes	89
The Box–Cox Transformation: Review and Extensions	66
Exponential-Family Models of Random Graphs: Inference in Finite, Super and Infinite Population Scenarios	52
Revisiting the Gelman–Rubin Diagnostic	46
A Selective Overview of Deep Learning	44
Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons	38
The Dependent Dirichlet Process and Related Models	30
Additive and Multiplicative Effects Network Models	29
In Defense of the Indefensible: A Very Naïve Approach to High-Dimensional Inference	27
The GENIUS Approach to Robust Mendelian Randomization Inference	24
Analyzing Stochastic Computer Models: A Review with Opportunities	21
Robust High-Dimensional Factor Models with Applications to Statistical Machine Learning	20
Convex Relaxation Methods for Community Detection	18
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery	18
Game-Theoretic Statistics and Safe Anytime-Valid Inference	16
Maximum Likelihood Multiple Imputation: Faster Imputations and Consistent Standard Errors Without Posterior Draws	15
Testing Randomness Online	15
Choosing Among Notions of Multivariate Depth Statistics	15
Bipartite Causal Inference with Interference	15