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Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

From Elsevier
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Volume 211, issue C, 2025

A simultaneous confidence-bounded true discovery proportion perspective on localizing differences in smooth terms in regression models Downloads
David Swanson
Heavy-tailed matrix-variate hidden Markov models Downloads
Salvatore D. Tomarchio
Statistical inference for partially shape-constrained function-on-scalar linear regression models Downloads
Kyunghee Han, Yeonjoo Park and Soo-Young Kim
Monotone composite quantile regression neural network for censored data with a cure fraction Downloads
Xinran Zhang, Xiaohui Yuan, Chunjie Wang and Xinyuan Song
Quantile Super Learning for independent and online settings with application to solar power forecasting Downloads
Herbert Susmann and Antoine Chambaz
Distributed variable screening for generalized linear models Downloads
Tianbo Diao, Bo Li, Lianqiang Qu and Liuquan Sun
A Dirichlet stochastic block model for composition-weighted networks Downloads
Iuliia Promskaia, Adrian O'Hagan and Michael Fop
Adaptive-to-sub-null testing for mediation effects in structural equation models Downloads
Jiaqi Huang, Chuyun Ye and Lixing Zhu
Penalized maximum likelihood estimation with nonparametric Gaussian scale mixture errors Downloads
Seo-Young Park and Byungtae Seo
Exact statistical analysis for response-adaptive clinical trials: A general and computationally tractable approach Downloads
Stef Baas, Peter Jacko and Sofía S. Villar
A Frisch-Waugh-Lovell theorem for empirical likelihood Downloads
Yichun Song
Small area prediction of counts under machine learning-type mixed models Downloads
Nicolas Frink and Timo Schmid
Region detection and image clustering via sparse Kronecker product decomposition Downloads
Guang Yang and Long Feng
Distributed iterative hard thresholding for variable selection in Tobit models Downloads
Changxin Yang, Zhongyi Zhu, Hongmei Lin, Zengyan Fan and Heng Lian
JANE: Just Another latent space NEtwork clustering algorithm Downloads
Alan T. Arakkal and Daniel K. Sewell
Flexible modeling of left-truncated and interval-censored competing risks data with missing event types Downloads
Yichen Lou, Yuqing Ma, Liming Xiang and Jianguo Sun

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
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