Computational Statistics & Data Analysis

Papers
(The H4-Index of Computational Statistics & Data Analysis is 16. 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
Bayesian selection approach for categorical responses via multinomial probit models62
Differentially private estimation of weighted average treatment effects for binary outcomes48
Time series graphical lasso and sparse VAR estimation42
Editorial Board42
Network inference from temporally dependent grouped observations37
Minimum profile Hellinger distance estimation of general covariate models30
Mixture-based estimation of entropy27
Online learning for the Dirichlet process mixture model via weakly conjugate approximation23
A tree approach for variable selection and its random forest23
Communication-efficient estimation of quantile matrix regression for massive datasets23
Transfer learning for high dimensional data with discrete responses21
Gamma approximation of stratified truncated exact test (GASTE-test) & application17
Entropy-based test for generalised Gaussian distributions17
Confidence intervals for tree-structured varying coefficients17
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping17
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns16
Distributed variable screening for generalized linear models16
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