Computational Statistics & Data Analysis

Papers
(The H4-Index of Computational Statistics & Data Analysis 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
Editorial Board63
Time series graphical lasso and sparse VAR estimation49
Network inference from temporally dependent grouped observations42
Minimum profile Hellinger distance estimation of general covariate models38
Mixture-based estimation of entropy30
A tree approach for variable selection and its random forest29
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping26
Entropy-based test for generalised Gaussian distributions24
Online learning for the Dirichlet process mixture model via weakly conjugate approximation23
Confidence intervals for tree-structured varying coefficients23
Bayesian selection approach for categorical responses via multinomial probit models18
Gamma approximation of stratified truncated exact test (GASTE-test) & application17
Transfer learning for high dimensional data with discrete responses17
Differentially private estimation of weighted average treatment effects for binary outcomes17
Communication-efficient estimation of quantile matrix regression for massive datasets16
Distributed variable screening for generalized linear models15
Goodness-of-fit test for point processes first-order intensity15
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease15
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns15
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