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
Confidence intervals for tree-structured varying coefficients23
Online learning for the Dirichlet process mixture model via weakly conjugate approximation23
Bayesian selection approach for categorical responses via multinomial probit models18
Transfer learning for high dimensional data with discrete responses17
Differentially private estimation of weighted average treatment effects for binary outcomes17
Gamma approximation of stratified truncated exact test (GASTE-test) & application17
Communication-efficient estimation of quantile matrix regression for massive datasets16
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns15
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
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