OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Computational and Graphical Statistics 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 2022-05-01 to 2026-05-01.)

Article	Citations
Efficient Estimation of Parameters in Marginals in Semiparametric Multivariate Models	75
Local Clustering for Functional Data	49
Simultaneous Estimation of Connectivity and Dimensionality in Samples of Networks	41
Correction	33
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization	31
A Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance	29
Analytic Permutation Testing for Functional Data ANOVA	25
Joint Modeling of Longitudinal Imaging and Survival Data	20
Functional Nonlinear Learning	20
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis	18
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods	18
Optimizing Two-Arm Clinical Trials for Personalized Medicine Using Integer Programming and Heuristic Algorithms	18
Double Probability Integral Transform Residuals for Regression Models with Discrete Outcomes	16
An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation	16
Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory	16
Biconvex Clustering	16
Using Rejection Sampling Probability of Acceptance as a Measure of Independence	16
Core-elements Subsampling for Alternating Least Squares	16