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 2021-06-01 to 2025-06-01.)
ArticleCitations
Non-parametric analysis of serial dependence in time series using ordinal patterns133
Online learning for the Dirichlet process mixture model via weakly conjugate approximation33
Minimum profile Hellinger distance estimation of general covariate models32
A tree approach for variable selection and its random forest31
Robust MAVE through nonconvex penalized regression28
Entropy-based test for generalised Gaussian distributions25
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping25
Network inference from temporally dependent grouped observations21
Graph informed sliced inverse regression20
Communication-efficient estimation of quantile matrix regression for massive datasets20
Time series graphical lasso and sparse VAR estimation18
Mixture-based estimation of entropy18
Group variable selection via group sparse neural network17
Fast and scalable computations for Gaussian hierarchical models with intrinsic conditional autoregressive spatial random effects16
Hierarchical Bayesian modeling of spatio-temporal area-interaction processes16
Bayesian joint modeling for causal mediation analysis with a binary outcome and a binary mediator: Exploring the role of obesity in the association between cranial radiation therapy for childhood acut15
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