Computational Statistics

Papers
(The H4-Index of Computational Statistics 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 2022-05-01 to 2026-05-01.)
ArticleCitations
Solving linear Bayesian inverse problems using a fractional total variation-Gaussian (FTG) prior and transport map46
BARMPy: Bayesian additive regression models Python package44
Forecasting the cost of drought events in France by Super Learning from a short time series of many slightly dependent data38
GOLFS: feature selection via combining both global and local information for high dimensional clustering36
Reducing the overfitting in the gROC curve estimation25
Bayesian diagnostics in a partially linear model with first-order autoregressive skew-normal errors23
Efficient online estimation for nonparametric regression models with streaming data21
A software reliability model incorporating fault removal efficiency and it’s release policy20
Wavelet-based Bayesian approximate kernel method for high-dimensional data analysis19
An expectation conditional maximization algorithm for the skew-normal based stochastic frontier model19
Multiway clustering with time-varying parameters19
Generalised Bayesian sample copula of order m19
Novel matrix hit and run for sampling polytopes and its GPU implementation19
Accuracy of precipitation forecasts: finding the right threshold for what is considered rain17
Simultaneous confidence bands for multiple comparisons of several percentile lines16
Area-based epigraph and hypograph indices for functional outlier detection15
Supervised classification of curves via a combined use of functional data analysis and tree-based methods15
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