Statistics and Computing

Papers
(The H4-Index of Statistics and Computing 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 2022-05-01 to 2026-05-01.)
ArticleCitations
Automated generation of initial points for adaptive rejection sampling of log-concave distributions62
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection45
Optimal designs for nonlinear mixed-effects models using competitive swarm optimizer with mutated agents42
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models22
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems19
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables19
Automatic search intervals for the smoothing parameter in penalized splines19
Joint latent space models for ranking data and social network18
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation17
Screen then select: a strategy for correlated predictors in high-dimensional quantile regression17
Improved auxiliary particle filtering with a fully deterministic resampling scheme to treat posterior tails accurately17
A framework of regularized low-rank matrix models for regression and classification16
Accelerated inference for stochastic compartmental models with over-dispersed partial observations16
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers15
A robust nonparametric test for conditional symmetry in high dimension14
A limit formula and recursive algorithm for multivariate Normal tail probability14
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