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

Article	Citations
Outcome-Wide Longitudinal Designs for Causal Inference: A New Template for Empirical Studies	113
A General Framework for Vecchia Approximations of Gaussian Processes	72
The Box–Cox Transformation: Review and Extensions	55
Exponential-Family Models of Random Graphs: Inference in Finite, Super and Infinite Population Scenarios	46
A Selective Overview of Deep Learning	39
Revisiting the Gelman–Rubin Diagnostic	33
Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons	32
The Dependent Dirichlet Process and Related Models	25
Additive and Multiplicative Effects Network Models	24
In Defense of the Indefensible: A Very Naïve Approach to High-Dimensional Inference	24
Invariance, Causality and Robustness	24
The GENIUS Approach to Robust Mendelian Randomization Inference	19
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
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery	16