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 2021-11-01 to 2025-11-01.)
ArticleCitations
Learning from missing data with the binary latent block model33
Automated generation of initial points for adaptive rejection sampling of log-concave distributions27
A limit formula and recursive algorithm for multivariate Normal tail probability21
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems21
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection21
A framework of regularized low-rank matrix models for regression and classification19
Model-based clustering of multiple networks with a hierarchical algorithm19
Model-based clustering with missing not at random data18
Joint latent space models for ranking data and social network16
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation15
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers15
Robust supervised learning with coordinate gradient descent15
Screen then select: a strategy for correlated predictors in high-dimensional quantile regression14
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables14
Automatic search intervals for the smoothing parameter in penalized splines14
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models14
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