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 2021-05-01 to 2025-05-01.)
ArticleCitations
Robust supervised learning with coordinate gradient descent104
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation36
Learning from missing data with the binary latent block model23
Automated generation of initial points for adaptive rejection sampling of log-concave distributions20
Model-based clustering with missing not at random data18
A multivariate heavy-tailed integer-valued GARCH process with EM algorithm-based inference17
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables17
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers16
Latent structure blockmodels for Bayesian spectral graph clustering15
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems14
A limit formula and recursive algorithm for multivariate Normal tail probability14
Parallelized integrated nested Laplace approximations for fast Bayesian inference14
Joint latent space models for ranking data and social network14
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection14
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