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 2022-06-01 to 2026-06-01.)
ArticleCitations
Automated generation of initial points for adaptive rejection sampling of log-concave distributions71
Automatic search intervals for the smoothing parameter in penalized splines46
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models46
Model-based clustering of multiple networks with a hierarchical algorithm19
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables19
Parallelized integrated nested Laplace approximations for fast Bayesian inference19
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems19
Joint latent space models for ranking data and social network17
Non-parametric estimation techniques of factor copula model using proxies17
Unifying Summary Statistic Selection for Approximate Bayesian Computation17
A robust nonparametric test for conditional symmetry in high dimension16
A limit formula and recursive algorithm for multivariate Normal tail probability16
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers15
A multivariate heavy-tailed integer-valued GARCH process with EM algorithm-based inference15
Robust supervised learning with coordinate gradient descent15
Model-based clustering with missing not at random data15
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