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Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

From Elsevier
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Volume 202, issue C, 2025

Community influence analysis in social networks Downloads
Yuanxing Chen, Kuangnan Fang, Wei Lan, Chih-Ling Tsai and Qingzhao Zhang
Spline regression with automatic knot selection Downloads
Vivien Goepp, Olivier Bouaziz and Grégory Nuel
Robust direction estimation in single-index models via cumulative divergence Downloads
Shuaida He, Jiarui Zhang and Xin Chen
A Bayesian cluster validity index Downloads
Onthada Preedasawakul and Nathakhun Wiroonsri
Minimum profile Hellinger distance estimation of general covariate models Downloads
Bowei Ding, Rohana J. Karunamuni and Jingjing Wu
A variational inference framework for inverse problems Downloads
Luca Maestrini, Robert G. Aykroyd and Matt P. Wand
Beta-CoRM: A Bayesian approach for n-gram profiles analysis Downloads
José A. Perusquía, Jim E. Griffin and Cristiano Villa
A dual-penalized approach to hypothesis testing in high-dimensional linear mediation models Downloads
Chenxuan He, Yiran He and Wangli Xu
Online graph topology learning from matrix-valued time series Downloads
Yiye Jiang, Jérémie Bigot and Sofian Maabout
A tree approach for variable selection and its random forest Downloads
Yu Liu, Xu Qin and Zhibo Cai

Volume 201, issue C, 2025

Optimal splitk-plot designs Downloads
Mathias Born and Peter Goos
Test for the mean of high-dimensional functional time series Downloads
Lin Yang, Zhenghui Feng and Qing Jiang
Minimax rates of convergence for sliced inverse regression with differential privacy Downloads
Wenbiao Zhao, Xuehu Zhu and Lixing Zhu
Feasible model-based principal component analysis: Joint estimation of rank and error covariance matrix Downloads
Tak-Shing T. Chan and Alex Gibberd
On the use of the cumulant generating function for inference on time series Downloads
A. Moor, D. La Vecchia and E. Ronchetti

Volume 200, issue C, 2024

Pinball boosting of regression quantiles Downloads
Ida Bauer, Harry Haupt and Stefan Linner
Hierarchical Bayesian spectral regression with shape constraints for multi-group data Downloads
Peter Lenk, Jangwon Lee, Dongu Han, Jichan Park and Taeryon Choi

Volume 199, issue C, 2024

Conditional mean dimension reduction for tensor time series Downloads
Chung Eun Lee and Xin Zhang
A double Pólya-Gamma data augmentation scheme for a hierarchical Negative Binomial - Binomial data model Downloads
Xuan Ma, Jenný Brynjarsdóttir and Thomas LaFramboise
A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series Downloads
Yixuan Liu, Claudia Kirch, Jeong Eun Lee and Renate Meyer
An embedded diachronic sense change model with a case study from ancient Greek Downloads
Schyan Zafar and Geoff K. Nicholls
Bayesian modal regression based on mixture distributions Downloads
Qingyang Liu, Xianzheng Huang and Ray Bai
Multivariate ordinal regression for multiple repeated measurements Downloads
Laura Vana-Gür
Bootstrap-based statistical inference for linear mixed effects under misspecifications Downloads
Katarzyna Reluga, María-José Lombardía and Stefan Sperlich
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease Downloads
Joakim Nyberg, Andrew C. Hooker, Georg Zimmermann, Johan Verbeeck, Martin Geroldinger, Konstantin Emil Thiel, Geert Molenberghs, Martin Laimer and Verena Wally
Three-way data clustering based on the mean-mixture of matrix-variate normal distributions Downloads
Mehrdad Naderi, Mostafa Tamandi, Elham Mirfarah, Wan-Lun Wang and Tsung-I Lin
Modelling non-stationarity in asymptotically independent extremes Downloads
C.J.R. Murphy-Barltrop and J.L. Wadsworth
Tests for high-dimensional generalized linear models under general covariance structure Downloads
Weichao Yang, Xu Guo and Lixing Zhu

Volume 198, issue C, 2024

Spectral co-clustering in multi-layer directed networks Downloads
Wenqing Su, Xiao Guo, Xiangyu Chang and Ying Yang
Principal component analysis for zero-inflated compositional data Downloads
Kipoong Kim, Jaesung Park and Sungkyu Jung
A conditional approach for regression analysis of case K interval-censored failure time data with informative censoring Downloads
Mingyue Du and Xingqiu Zhao
Consistent skinny Gibbs in probit regression Downloads
Jiarong Ouyang and Xuan Cao
Study of imputation procedures for nonparametric density estimation based on missing censored lifetimes Downloads
Sam Efromovich and Lirit Fuksman
Medoid splits for efficient random forests in metric spaces Downloads
Matthieu Bulté and Helle Sørensen
Latent event history models for quasi-reaction systems Downloads
Matteo Framba, Veronica Vinciotti and Ernst C. Wit
Inference for high-dimensional linear expectile regression with de-biasing method Downloads
Xiang Li, Yu-Ning Li, Li-Xin Zhang and Jun Zhao
Strong orthogonal Latin hypercubes for computer experiments Downloads
Chunyan Wang and Dennis K.J. Lin
Nonnegative GARCH-type models with conditional Gamma distributions and their applications Downloads
Eunju Hwang and ChanHyeok Jeon

Volume 197, issue C, 2024

CR-Lasso: Robust cellwise regularized sparse regression Downloads
Peng Su, Garth Tarr, Samuel Muller and Suojin Wang
FDR control for linear log-contrast models with high-dimensional compositional covariates Downloads
Panxu Yuan, Changhan Jin and Gaorong Li
Bayesian simultaneous factorization and prediction using multi-omic data Downloads
Sarah Samorodnitsky, Chris H. Wendt and Eric F. Lock
Transfer learning via random forests: A one-shot federated approach Downloads
Pengcheng Xiang, Ling Zhou and Lu Tang
Empirical Bayes Poisson matrix completion Downloads
Xiao Li, Takeru Matsuda and Fumiyasu Komaki
A switching state-space transmission model for tracking epidemics and assessing interventions Downloads
Jingxue Feng and Liangliang Wang
Rank-based sequential feature selection for high-dimensional accelerated failure time models with main and interaction effects Downloads
Ke Yu and Shan Luo
Goodness–of–fit tests based on the min–characteristic function Downloads
S.G. Meintanis, B. Milošević and Jiménez–Gamero, M.D.
Gibbs sampler approach for objective Bayesian inference in elliptical multivariate meta-analysis random effects model Downloads
Olha Bodnar and Taras Bodnar
Online bootstrap inference for the geometric median Downloads
Guanghui Cheng, Qiang Xiong and Ruitao Lin

Volume 196, issue C, 2024

Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler Downloads
Jiayu Qian, Yuanyuan Liu, Jingya Yang and Qingping Zhou
A mixture of logistic skew-normal multinomial models Downloads
Wangshu Tu, Ryan Browne and Sanjeena Subedi
Variable selection in Bayesian multiple instance regression using shotgun stochastic search Downloads
Seongoh Park, Joungyoun Kim, Xinlei Wang and Johan Lim
Sufficient dimension reduction for a novel class of zero-inflated graphical models Downloads
Eric Koplin, Liliana Forzani, Diego Tomassi and Ruth M. Pfeiffer
Variable selection using data splitting and projection for principal fitted component models in high dimension Downloads
Seungchul Baek, Park Hoyoung and Junyong Park
Bayesian taut splines for estimating the number of modes Downloads
José E. Chacón and Javier Fernández Serrano
Heterogeneous Treatment Effect-based Random Forest: HTERF Downloads
Bérénice-Alexia Jocteur, Véronique Maume-Deschamps and Pierre Ribereau
Bayesian estimation of large-scale simulation models with Gaussian process regression surrogates Downloads
Sylvain Barde
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