Journal of Computational and Graphical Statistics

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 2020-05-01 to 2024-05-01.)
ArticleCitations
Trimmed Constrained Mixed Effects Models: Formulations and Algorithms56
Automated Redistricting Simulation Using Markov Chain Monte Carlo36
Local Linear Forests30
Anomaly Detection in High-Dimensional Data25
Building Representative Matched Samples With Multi-Valued Treatments in Large Observational Studies24
Efficient Sampling and Structure Learning of Bayesian Networks23
The Chi-Square Test of Distance Correlation23
Survival Regression with Accelerated Failure Time Model in XGBoost22
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model21
Model Interpretation Through Lower-Dimensional Posterior Summarization18
Forward Event-Chain Monte Carlo: Fast Sampling by Randomness Control in Irreversible Markov Chains17
Least-Square Approximation for a Distributed System17
Learning Multiple Quantiles With Neural Networks16
Search Algorithms and Loss Functions for Bayesian Clustering15
Data Integration with Oracle Use of External Information from Heterogeneous Populations15
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