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 2021-11-01 to 2025-11-01.)
ArticleCitations
Confidence intervals for tree-structured varying coefficients49
Differentially private estimation of weighted average treatment effects for binary outcomes37
Minimum profile Hellinger distance estimation of general covariate models34
Communication-efficient estimation of quantile matrix regression for massive datasets32
Graph informed sliced inverse regression31
Time series graphical lasso and sparse VAR estimation27
Network inference from temporally dependent grouped observations24
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping22
Entropy-based test for generalised Gaussian distributions20
Mixture-based estimation of entropy19
Online learning for the Dirichlet process mixture model via weakly conjugate approximation18
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns16
Non-parametric analysis of serial dependence in time series using ordinal patterns16
Efficient regularized estimation of graphical proportional hazards model with interval-censored data16
A tree approach for variable selection and its random forest16
Distributed variable screening for generalized linear models15
Heavy-tailed matrix-variate hidden Markov models15
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