Computational Statistics

Papers
(The H4-Index of Computational Statistics 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 2020-04-01 to 2024-04-01.)
ArticleCitations
What is an optimal value of k in k-fold cross-validation in discrete Bayesian network analysis?151
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features32
Bayesian survival analysis for adaptive Type-II progressive hybrid censored Hjorth data28
Analysis of type I and II error rates of Bayesian and frequentist parametric and nonparametric two-sample hypothesis tests under preliminary assessment of normality17
Advanced algorithms for penalized quantile and composite quantile regression16
A Bayesian perspective of statistical machine learning for big data16
A chi-square goodness-of-fit test for continuous distributions against a known alternative15
Inference and optimal censoring scheme for progressively Type-II censored competing risks model for generalized Rayleigh distribution14
Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models14
BEST: a decision tree algorithm that handles missing values12
A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets12
Bayesian inference of nonlinear hysteretic integer-valued GARCH models for disease counts12
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