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 2021-12-01 to 2025-12-01.)

Article	Citations
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods	83
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis	59
Double Probability Integral Transform Residuals for Regression Models with Discrete Outcomes	45
A Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance	41
Local Clustering for Functional Data	31
Simultaneous Estimation of Connectivity and Dimensionality in Samples of Networks	31
Optimizing Two-Arm Clinical Trials for Personalized Medicine using Integer Programming and Heuristic Algorithms	27
Joint Modeling of Longitudinal Imaging and Survival Data	26
Functional Nonlinear Learning	26
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization	24
Analytic Permutation Testing for Functional Data ANOVA	23
Efficient Estimation of Parameters in Marginals in Semiparametric Multivariate Models	21
Biconvex Clustering	18
Dynamic Prediction Using Landmark Historical Functional Cox Regression	17
High-Dimensional Multi-Task Learning using Multivariate Regression and Generalized Fiducial Inference	17
Using Rejection Sampling Probability of Acceptance as a Measure of Independence	16