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 2021-08-01 to 2025-08-01.)
ArticleCitations
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation114
Learning from missing data with the binary latent block model41
Automated generation of initial points for adaptive rejection sampling of log-concave distributions25
A framework of regularized low-rank matrix models for regression and classification24
Model-based clustering of multiple networks with a hierarchical algorithm21
Latent structure blockmodels for Bayesian spectral graph clustering20
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems17
A limit formula and recursive algorithm for multivariate Normal tail probability17
Optimal designs for nonlinear mixed-effects models using competitive swarm optimizer with mutated agents16
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection16
Joint latent space models for ranking data and social network15
Automatic search intervals for the smoothing parameter in penalized splines15
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables14
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models13
Fast Bayesian inversion for high dimensional inverse problems13
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