Statistics and Computing

Papers
(The H4-Index of Statistics and Computing is 12. 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 2020-05-01 to 2024-05-01.)
ArticleCitations
Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance61
Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes33
Gaussian process learning via Fisher scoring of Vecchia’s approximation18
Ensemble Kalman inversion: mean-field limit and convergence analysis17
Imputation and low-rank estimation with Missing Not At Random data16
Ensemble slice sampling16
The turning arcs: a computationally efficient algorithm to simulate isotropic vector-valued Gaussian random fields on the d-sphere13
Optimally adaptive Bayesian spectral density estimation for stationary and nonstationary processes13
Anomaly and Novelty detection for robust semi-supervised learning13
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset13
Analysis of stochastic gradient descent in continuous time12
Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison12
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