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 2021-02-01 to 2025-02-01.)
ArticleCitations
False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data71
Logistic Regression Models for Aggregated Data29
Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models28
Persistence Flamelets: Topological Invariants for Scale Spaces25
Adaptive Bayesian Spectral Analysis of High-Dimensional Nonstationary Time Series25
Branching Process Models to Identify Risk Factors for Infectious Disease Transmission25
Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Replicated Time Series24
Variable Selection and Estimation for Misclassified Binary Responses and Multivariate Error-Prone Predictors21
Selective Imputation of Covariates in High Dimensional Censored Data20
Exploiting Disagreement Between High-Dimensional Variable Selectors for Uncertainty Visualization19
Distributed Learning for Principal Eigenspaces without Moment Constraints17
Hybrid Kronecker Product Decomposition and Approximation17
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis16
Principal Variables Analysis for Non-Gaussian Data15
Versatile Descent Algorithms for Group Regularization and Variable Selection in Generalized Linear Models15
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