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 2021-11-01 to 2025-11-01.)

Article	Citations
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods	76
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis	56
Analytic Permutation Testing for Functional Data ANOVA	44
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization	40
Efficient Estimation of Parameters in Marginals in Semiparametric Multivariate Models	31
Double Probability Integral Transform Residuals for Regression Models with Discrete Outcomes	30
Local Clustering for Functional Data	26
A Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance	25
Simultaneous Estimation of Connectivity and Dimensionality in Samples of Networks	24
Joint Modeling of Longitudinal Imaging and Survival Data	24
Functional Nonlinear Learning	22
Biconvex Clustering	21
Dynamic Prediction Using Landmark Historical Functional Cox Regression	19
High-Dimensional Multi-Task Learning using Multivariate Regression and Generalized Fiducial Inference	18
Using Rejection Sampling Probability of Acceptance as a Measure of Independence	17
Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach	16
Fast Conservative Monte Carlo Confidence Sets	16
Graphical Influence Diagnostics for Changepoint Models	16