OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Computational and Graphical Statistics 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 2021-09-01 to 2025-09-01.)

Article	Citations
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods	67
Efficient Estimation of Parameters in Marginals in Semiparametric Multivariate Models	52
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis	41
Functional Nonlinear Learning	40
Joint Modeling of Longitudinal Imaging and Survival Data	31
A Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance	29
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization	24
Generalized Tensor Decomposition With Features on Multiple Modes	23
Analytic Permutation Testing for Functional Data ANOVA	22
Double Probability Integral Transform Residuals for Regression Models with Discrete Outcomes	21
Simultaneous estimation of connectivity and dimensionality in samples of networks	20
Local Clustering for Functional Data	18
Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach	16
Implicit Copula Variational Inference	16
Integrated Depths for Partially Observed Functional Data	15
Fast Conservative Monte Carlo Confidence Sets	15