Statistics and Computing

Papers
(The H4-Index of Statistics and Computing is 13. 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 2021-06-01 to 2025-06-01.)
ArticleCitations
Robust supervised learning with coordinate gradient descent108
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation37
Learning from missing data with the binary latent block model25
Automated generation of initial points for adaptive rejection sampling of log-concave distributions21
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers19
A multivariate heavy-tailed integer-valued GARCH process with EM algorithm-based inference19
Latent structure blockmodels for Bayesian spectral graph clustering16
A limit formula and recursive algorithm for multivariate Normal tail probability15
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems15
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection15
Optimal designs for nonlinear mixed-effects models using competitive swarm optimizer with mutated agents14
Automatic search intervals for the smoothing parameter in penalized splines14
Parallelized integrated nested Laplace approximations for fast Bayesian inference14
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