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Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

From Elsevier
Bibliographic data for series maintained by Catherine Liu ().

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Volume 210, issue C, 2025

A flexible mixed-membership model for community and enterotype detection for microbiome data Downloads
Alice Giampino, Roberto Ascari and Sonia Migliorati
Co-clustering multi-view data using the Latent Block Model Downloads
Joshua Tobin, Michaela Black, James Ng, Debbie Rankin, Jonathan Wallace, Catherine Hughes, Leane Hoey, Adrian Moore, Jinling Wang, Geraldine Horigan, Paul Carlin, Helene McNulty, Anne M. Molloy and Mimi Zhang
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns Downloads
Angelika Silbernagel, Christian H. Weiß and Alexander Schnurr
A goodness-of-fit test for geometric Brownian motion Downloads
Daniel Gaigall and Philipp Wübbolding
Latent-class trajectory modeling with a heterogeneous mean-variance relation Downloads
Niek G.P. Den Teuling, Francesco Ungolo, Steffen C. Pauws and Edwin R. van den Heuvel

Volume 209, issue C, 2025

Manifold-valued models for analysis of EEG time series data Downloads
Tao Ding, Tom M.W. Nye and Yujiang Wang
Functional nonlinear principal component analysis Downloads
Qingzhi Zhong and Xinyuan Song
A deflation-adjusted Bayesian information criterion for selecting the number of clusters in K-means clustering Downloads
Masao Ueki
Hidden semi-Markov models with inhomogeneous state dwell-time distributions Downloads
Jan-Ole Koslik
Model-based edge clustering for weighted networks with a noise component Downloads
Haomin Li and Daniel K. Sewell
Selecting time-series hyperparameters with the artificial jackknife Downloads
Filippo Pellegrino
Discretization: Privacy-preserving data publishing for causal discovery Downloads
Youngmin Ahn, Woongjoon Park and Gunwoong Park
Multiply robust estimation of causal effects using linked data Downloads
Shanshan Luo, Yechi Zhang, Wei Li and Zhi Geng
Linear covariance selection model via ℓ1-penalization Downloads
Kwan-Young Bak and Seongoh Park
A multiple imputation approach for flexible modelling of interval-censored data with missing and censored covariates Downloads
Yichen Lou, Yuqing Ma, Liming Xiang and Jianguo Sun
Efficient regularized estimation of graphical proportional hazards model with interval-censored data Downloads
Huimin Lu, Yilong Wang, Heming Bing, Shuying Wang and Niya Li
Sparse factor analysis for categorical data with the group-sparse generalized singular value decomposition Downloads
Ju-Chi Yu, Julie Le Borgne, Anjali Krishnan, Arnaud Gloaguen, Cheng-Ta Yang, Laura A. Rabin, Hervé Abdi and Vincent Guillemot
Eliciting prior information from clinical trials via calibrated Bayes factor Downloads
Roberto Macrì Demartino, Leonardo Egidi, Nicola Torelli and Ioannis Ntzoufras

Volume 208, issue C, 2025

Testing the constancy of the variance for time series with a trend Downloads
Lei Jin, Li Cai and Suojin Wang
Communication-efficient estimation and inference for high-dimensional longitudinal data Downloads
Xing Li, Yanjing Peng and Lei Wang
An accurate computational approach for partial likelihood using Poisson-binomial distributions Downloads
Youngjin Cho, Yili Hong and Pang Du
Exact designs for order-of-addition experiments under a transition-effect model Downloads
Jiayi Zheng and Nicholas Rios
Regression analysis of elliptically symmetric directional data Downloads
Zehao Yu and Xianzheng Huang

Volume 207, issue C, 2025

Functional time transformation model with applications to digital health Downloads
Rahul Ghosal, Marcos Matabuena and Sujit K. Ghosh
Efficient computation of sparse and robust maximum association estimators Downloads
Pia Pfeiffer, Andreas Alfons and Peter Filzmoser
Stratified distance space improves the efficiency of sequential samplers for approximate Bayesian computation Downloads
Henri Pesonen and Jukka Corander
Confidence intervals for tree-structured varying coefficients Downloads
Nikolai Spuck, Matthias Schmid, Malte Monin and Moritz Berger
Differentially private estimation of weighted average treatment effects for binary outcomes Downloads
Sharmistha Guha and Jerome P. Reiter
Efficient sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm Downloads
Alexander C. McLain, Anja Zgodic and Howard Bondell

Volume 206, issue C, 2025

Mean shift-based clustering for misaligned functional data Downloads
Andrew Welbaum and Wanli Qiao
Bayesian functional graphical models with change-point detection Downloads
Chunshan Liu, Daniel R. Kowal, James Doss-Gollin and Marina Vannucci
An efficient and distribution-free symmetry test for high-dimensional data based on energy statistics and random projections Downloads
Bo Chen, Feifei Chen, Junxin Wang and Tao Qiu
Component selection and variable selection for mixture regression models Downloads
Xuefei Qi, Xingbai Xu, Zhenghui Feng and Heng Peng
Sparse vertex discriminant analysis: Variable selection for biomedical classification applications Downloads
Alfonso Landeros, Seyoon Ko, Jack Z. Chang, Tong Tong Wu and Kenneth Lange
Robust generalized canonical correlation analysis based on scatter matrices Downloads
Nadia L. Kudraszow, Alejandra V. Vahnovan, Julieta Ferrario and M. Victoria Fasano
Fully nonparametric inverse probability weighting estimation with nonignorable missing data and its extension to missing quantile regression Downloads
Lingnan Tai, Li Tao, Jianxin Pan, Man-lai Tang, Keming Yu, Wolfgang Karl Härdle and Maozai Tian
Extremal local linear quantile regression for nonlinear dependent processes Downloads
Fengyang He and Huixia Judy Wang
Heterogeneity-aware transfer learning for high-dimensional linear regression models Downloads
Yanjin Peng and Lei Wang
A Markov model for estimating the cost-effectiveness of immunotherapy for newly diagnosed multiple myeloma patients Downloads
Massimo Bilancia, Antonio Giovanni Solimando, Fabio Manca, Angelo Vacca and Roberto Ria
Quantile feature screening for infinite dimensional data under FDR control Downloads
Zhentao Tian and Zhongzhan Zhang

Volume 205, issue C, 2025

A subspace method for large-scale trace ratio problems Downloads
Giulia Ferrandi, Michiel E. Hochstenbach and M. Rosário Oliveira
On summed nonparametric dependence measures in high dimensions, fixed or large samples Downloads
Kai Xu, Qing Cheng and Daojiang He
A debiasing phylogenetic tree-assisted regression model for microbiome data Downloads
Yanhui Li, Luqing Zhao and Jinjuan Wang
Model-free latent confounder-adjusted feature selection with FDR control Downloads
Jian Xiao, Shaoting Li, Jun Chen and Wensheng Zhu
GMM estimation and variable selection of semiparametric model with increasing dimension and high-order spatial dependence Downloads
Fang Lu, Hao Pan and Jing Yang

Volume 204, issue C, 2025

Lost in the shuffle: Testing power in the presence of errorful network vertex labels Downloads
Ayushi Saxena and Vince Lyzinski
A Dirichlet process model for directional-linear data with application to bloodstain pattern analysis Downloads
Tong Zou and Hal S. Stern
Inference for the stochastic FitzHugh-Nagumo model from real action potential data via approximate Bayesian computation Downloads
Adeline Samson, Massimiliano Tamborrino and Irene Tubikanec
High-dimensional copula-based Wasserstein dependence Downloads
Steven De Keyser and Irène Gijbels
Multi-task optimization with Bayesian neural network surrogates for parameter estimation of a simulation model Downloads
Hyungjin Kim, Chuljin Park and Heeyoung Kim
A copula duration model with dependent states and spells Downloads
Simon M.S. Lo, Shuolin Shi and Ralf Wilke
Subgroup learning for multiple mixed-type outcomes with block-structured covariates Downloads
Xun Zhao, Lu Tang, Weijia Zhang and Ling Zhou
Development of a new general class of bivariate distributions based on reversed hazard rate order Downloads
Na Young Yoo, Hyunju Lee and Ji Hwan Cha
Adaptive distributed smooth composite quantile regression estimation for large-scale data Downloads
Kangning Wang, Jingyu Zhang and Xiaofei Sun
Page updated 2025-06-24