OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Computational and Graphical Statistics is 14. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Trimmed Constrained Mixed Effects Models: Formulations and Algorithms	51
Automated Redistricting Simulation Using Markov Chain Monte Carlo	35
Local Linear Forests	29
Anomaly Detection in High-Dimensional Data	25
Building Representative Matched Samples With Multi-Valued Treatments in Large Observational Studies	24
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model	21
Efficient Sampling and Structure Learning of Bayesian Networks	21
The Chi-Square Test of Distance Correlation	21
Survival Regression with Accelerated Failure Time Model in XGBoost	20
Forward Event-Chain Monte Carlo: Fast Sampling by Randomness Control in Irreversible Markov Chains	17
Model Interpretation Through Lower-Dimensional Posterior Summarization	17
Least-Square Approximation for a Distributed System	15
Learning Multiple Quantiles With Neural Networks	15
Optimal Sampling for Generalized Linear Models Under Measurement Constraints	14
Search Algorithms and Loss Functions for Bayesian Clustering	14
Robust Approximate Bayesian Inference With Synthetic Likelihood	14
Data Integration with Oracle Use of External Information from Heterogeneous Populations	14
Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and Its Variance Estimate	14