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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 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

Volume 195, issue C, 2024

Variable selection of Kolmogorov-Smirnov maximization with a penalized surrogate loss Downloads
Xiefang Lin and Fang Fang
Pairwise share ratio interpretations of compositional regression models Downloads
Lukas Dargel and Christine Thomas-Agnan
A semiparametric model for the cause-specific hazard under risk proportionality Downloads
Simon Lo, Ralf Wilke and Takeshi Emura
A new algorithm for inference in HMM's with lower span complexity Downloads
Diogo Pereira, Cláudia Nunes and Rui Rodrigues
Multi-task learning regression via convex clustering Downloads
Akira Okazaki and Shuichi Kawano
Variational Bayesian approach for analyzing interval-censored data under the proportional hazards model Downloads
Wenting Liu, Huiqiong Li, Niansheng Tang and Jun Lyu
Semiparametric accelerated failure time models under unspecified random effect distributions Downloads
Byungtae Seo and Il Do Ha

Volume 194, issue C, 2024

A simple approach for local and global variable importance in nonlinear regression models Downloads
Emily T. Winn-Nuñez, Maryclare Griffin and Lorin Crawford
A unified framework of analyzing missing data and variable selection using regularized likelihood Downloads
Yuan Bian, Grace Y. Yi and Wenqing He
Robust heavy-tailed versions of generalized linear models with applications in actuarial science Downloads
Philippe Gagnon and Yuxi Wang
Heterogeneous quantile regression for longitudinal data with subgroup structures Downloads
Zhaohan Hou and Lei Wang
Goodness-of-fit test for point processes first-order intensity Downloads
M.I. Borrajo, W. González-Manteiga and M.D. Martínez-Miranda
Flexible regularized estimation in high-dimensional mixed membership models Downloads
Nicholas Marco, Damla Şentürk, Shafali Jeste, Charlotte C. DiStefano, Abigail Dickinson and Donatello Telesca
Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling Downloads
Penghui Fu and Zhiqiang Tan
Parameter estimation and random number generation for student Lévy processes Downloads
Shuaiyu Li, Yunpei Wu and Yuzhong Cheng
Factor selection in screening experiments by aggregation over random models Downloads
Rakhi Singh and John Stufken
A stochastic process representation for time warping functions Downloads
Yijia Ma, Xinyu Zhou and Wei Wu
Sequential estimation for mixture of regression models for heterogeneous population Downloads
Na You, Hongsheng Dai, Xueqin Wang and Qingyun Yu
Inference on order restricted means of inverse Gaussian populations under heteroscedasticity Downloads
Anjana Mondal and Somesh Kumar

Volume 193, issue C, 2024

Empirical likelihood in a partially linear single-index model with censored response data Downloads
Liugen Xue
Change point detection via feedforward neural networks with theoretical guarantees Downloads
Houlin Zhou, Hanbing Zhu and Xuejun Wang
Generalized latent space model for one-mode networks with awareness of two-mode networks Downloads
Xinyan Fan, Kuangnan Fang, Dan Pu and Ruixuan Qin
Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data Downloads
Benjamin Hivert, Denis Agniel, Rodolphe Thiébaut and Boris P. Hejblum
Oracle-efficient estimation and trend inference in non-stationary time series with trend and heteroscedastic ARMA error Downloads
Chen Zhong
Integrated subgroup identification from multi-source data Downloads
Lihui Shao, Jiaqi Wu, Weiping Zhang and Yu Chen

Volume 192, issue C, 2024

Variable selection for high-dimensional incomplete data Downloads
Lixing Liang, Yipeng Zhuang and Philip L.H. Yu
Burn-in selection in simulating stationary time series Downloads
Yuanbo Li, Chu Kin Chan, Chun Yip Yau, Wai Leong Ng and Henry Lam
Simultaneous confidence region of an embedded one-dimensional curve in multi-dimensional space Downloads
Hiroya Yamazoe and Kanta Naito
Efficient and robust optimal design for quantile regression based on linear programming Downloads
Cheng Peng, Drew P. Kouri and Stan Uryasev
A fast trans-lasso algorithm with penalized weighted score function Downloads
Xianqiu Fan, Jun Cheng, Hailing Wang, Bin Zhang and Zhenzhen Chen
Simultaneous inference and uniform test for eigensystems of functional data Downloads
Leheng Cai and Qirui Hu
Multi-block alternating direction method of multipliers for ultrahigh dimensional quantile fused regression Downloads
Xiaofei Wu, Hao Ming, Zhimin Zhang and Zhenyu Cui
Estimation of l0 norm penalized models: A statistical treatment Downloads
Yuan Yang, Christopher S. McMahan, Yu-Bo Wang and Yuyuan Ouyang
Two-sample test of stochastic block models Downloads
Qianyong Wu and Jiang Hu
HiQR: An efficient algorithm for high-dimensional quadratic regression with penalties Downloads
Cheng Wang, Haozhe Chen and Binyan Jiang
Robust and adaptive functional logistic regression Downloads
Ioannis Kalogridis
Hierarchical false discovery rate control for high-dimensional survival analysis with interactions Downloads
Weijuan Liang, Qingzhao Zhang and Shuangge Ma
Discrepancy between structured matrices in the power analysis of a separability test Downloads
Katarzyna Filipiak, Daniel Klein and Monika Mokrzycka
Graph-based spatial segmentation of areal data Downloads
Vivien Goepp and Jan van de Kassteele
A Laplace-based model with flexible tail behavior Downloads
Cristina Tortora, Brian C. Franczak, Luca Bagnato and Antonio Punzo
Subgroup detection based on partially linear additive individualized model with missing data in response Downloads
Tingting Cai, Jianbo Li, Qin Zhou, Songlou Yin and Riquan Zhang
Group variable selection via group sparse neural network Downloads
Xin Zhang and Junlong Zhao
Page updated 2025-06-24