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 2021-12-01 to 2025-12-01.)
ArticleCitations
Bayesian selection approach for categorical responses via multinomial probit models49
Confidence intervals for tree-structured varying coefficients37
Differentially private estimation of weighted average treatment effects for binary outcomes35
Minimum profile Hellinger distance estimation of general covariate models34
Non-parametric analysis of serial dependence in time series using ordinal patterns31
Graph informed sliced inverse regression27
Network inference from temporally dependent grouped observations24
Online learning for the Dirichlet process mixture model via weakly conjugate approximation22
Time series graphical lasso and sparse VAR estimation21
Entropy-based test for generalised Gaussian distributions19
A tree approach for variable selection and its random forest18
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping18
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns16
Mixture-based estimation of entropy16
Communication-efficient estimation of quantile matrix regression for massive datasets16
Heavy-tailed matrix-variate hidden Markov models15
Distributed variable screening for generalized linear models15
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease15
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