Statistics and Computing

Papers
(The H4-Index of Statistics and Computing 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 2022-08-01 to 2026-08-01.)
ArticleCitations
Automated generation of initial points for adaptive rejection sampling of log-concave distributions89
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models61
Automatic search intervals for the smoothing parameter in penalized splines50
Unifying Summary Statistic Selection for Approximate Bayesian Computation22
Non-parametric estimation techniques of factor copula model using proxies21
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection20
Optimal designs for nonlinear mixed-effects models using competitive swarm optimizer with mutated agents20
A limit formula and recursive algorithm for multivariate Normal tail probability19
A robust nonparametric test for conditional symmetry in high dimension19
Robust supervised learning with coordinate gradient descent18
Model-based clustering with missing not at random data17
A framework of regularized low-rank matrix models for regression and classification17
A multivariate heavy-tailed integer-valued GARCH process with EM algorithm-based inference16
Parallelized integrated nested Laplace approximations for fast Bayesian inference15
Improved auxiliary particle filtering with a fully deterministic resampling scheme to treat posterior tails accurately15
Accelerated inference for stochastic compartmental models with over-dispersed partial observations15
Model-based clustering of multiple networks with a hierarchical algorithm15
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation15
Pathwise optimization for bridge-type estimators and its applications15
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