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 2022-01-01 to 2026-01-01.)
ArticleCitations
Automated generation of initial points for adaptive rejection sampling of log-concave distributions36
Joint latent space models for ranking data and social network29
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers28
Fast Bayesian inversion for high dimensional inverse problems25
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models22
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection22
Automatic search intervals for the smoothing parameter in penalized splines20
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables18
Latent structure blockmodels for Bayesian spectral graph clustering17
A limit formula and recursive algorithm for multivariate Normal tail probability16
A framework of regularized low-rank matrix models for regression and classification16
Model-based clustering of multiple networks with a hierarchical algorithm16
A robust nonparametric test for conditional symmetry in high dimension15
Robust supervised learning with coordinate gradient descent15
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems15
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