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 2020-11-01 to 2024-11-01.)
ArticleCitations
Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance79
Ensemble slice sampling24
Ensemble Kalman inversion: mean-field limit and convergence analysis23
Gaussian process learning via Fisher scoring of Vecchia’s approximation21
Implicitly adaptive importance sampling17
Bayesian additive regression trees with model trees16
Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison15
Optimally adaptive Bayesian spectral density estimation for stationary and nonstationary processes14
Analysis of stochastic gradient descent in continuous time14
On the performance of particle filters with adaptive number of particles13
GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model13
Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming13
Proximal nested sampling for high-dimensional Bayesian model selection13
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