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 2020-11-01 to 2024-11-01.)

Article	Citations
Trimmed Constrained Mixed Effects Models: Formulations and Algorithms	67
Local Linear Forests	38
Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models	29
Survival Regression with Accelerated Failure Time Model in XGBoost	28
The Chi-Square Test of Distance Correlation	25
Efficient Sampling and Structure Learning of Bayesian Networks	25
Least-Square Approximation for a Distributed System	24
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model	23
Variable Selection with Multiply-Imputed Datasets: Choosing Between Stacked and Grouped Methods	21
Search Algorithms and Loss Functions for Bayesian Clustering	21
Data Integration with Oracle Use of External Information from Heterogeneous Populations	20
Robust Approximate Bayesian Inference With Synthetic Likelihood	19
Learning Multiple Quantiles With Neural Networks	17
Fast Univariate Inference for Longitudinal Functional Models	17
Additive Functional Cox Model	16
Latent Network Estimation and Variable Selection for Compositional Data Via Variational EM	15
Predictive Distribution Modeling Using Transformation Forests	15