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 2021-08-01 to 2025-08-01.)

Article	Citations
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods	62
Analytic Permutation Testing for Functional Data ANOVA	51
Double Probability Integral Transform Residuals for Regression Models with Discrete Outcomes	41
Efficient Estimation of Parameters in Marginals in Semiparametric Multivariate Models	38
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis	30
Functional Nonlinear Learning	29
Joint Modeling of Longitudinal Imaging and Survival Data	28
A Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance	24
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization	23
Generalized Tensor Decomposition With Features on Multiple Modes	21
Local Clustering for Functional Data	20
Functional Mixed Membership Models	19
Implicit Copula Variational Inference	16
Functional Projection K -means	16
Integrated Depths for Partially Observed Functional Data	15
Structured Shrinkage Priors	15