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 2022-01-01 to 2026-01-01.)
ArticleCitations
Bayesian selection approach for categorical responses via multinomial probit models55
Confidence intervals for tree-structured varying coefficients40
Differentially private estimation of weighted average treatment effects for binary outcomes37
Non-parametric analysis of serial dependence in time series using ordinal patterns36
Network inference from temporally dependent grouped observations33
Online learning for the Dirichlet process mixture model via weakly conjugate approximation28
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping24
Entropy-based test for generalised Gaussian distributions22
Communication-efficient estimation of quantile matrix regression for massive datasets22
Time series graphical lasso and sparse VAR estimation21
Minimum profile Hellinger distance estimation of general covariate models20
A tree approach for variable selection and its random forest18
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns16
Heavy-tailed matrix-variate hidden Markov models16
Mixture-based estimation of entropy16
Distributed variable screening for generalized linear models16
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