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 2020-08-01 to 2024-08-01.)

Article	Citations
Trimmed Constrained Mixed Effects Models: Formulations and Algorithms	65
Local Linear Forests	36
Anomaly Detection in High-Dimensional Data	28
Survival Regression with Accelerated Failure Time Model in XGBoost	26
The Chi-Square Test of Distance Correlation	25
Efficient Sampling and Structure Learning of Bayesian Networks	25
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model	23
Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models	22
Least-Square Approximation for a Distributed System	21
Model Interpretation Through Lower-Dimensional Posterior Summarization	21
Search Algorithms and Loss Functions for Bayesian Clustering	20
Data Integration with Oracle Use of External Information from Heterogeneous Populations	19
Robust Approximate Bayesian Inference With Synthetic Likelihood	18
Learning Multiple Quantiles With Neural Networks	17
Variable Selection with Multiply-Imputed Datasets: Choosing Between Stacked and Grouped Methods	16
Predictive Distribution Modeling Using Transformation Forests	15
Fast Univariate Inference for Longitudinal Functional Models	15