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Computational Statistics & Data Analysis

1983 - 2024

Current editor(s): S.P. Azen

From Elsevier
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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

Volume 191, issue C, 2024

Distributed debiased estimation of high-dimensional partially linear models with jumps Downloads
Yan-Yong Zhao, Yuchun Zhang, Yuan Liu and Noriszura Ismail
Nonparametric quantile scalar-on-image regression Downloads
Chuchu Wang and Xinyuan Song
Bayesian nonparametric Erlang mixture modeling for survival analysis Downloads
Yunzhe Li, Juhee Lee and Athanasios Kottas
Integrating machine learning and Bayesian nonparametrics for flexible modeling of point pattern data Downloads
Matthew J. Heaton, Benjamin K. Dahl, Caleb Dayley, Richard L. Warr and Philip White
Clustering-based inter-regional correlation estimation Downloads
Hanâ Lbath, Alexander Petersen, Wendy Meiring and Sophie Achard
Conditional-mean multiplicative operator models for count time series Downloads
Christian H. Weiß and Fukang Zhu
Nearest neighbors weighted composite likelihood based on pairs for (non-)Gaussian massive spatial data with an application to Tukey-hh random fields estimation Downloads
Christian Caamaño-Carrillo, Moreno Bevilacqua, Cristian López and Víctor Morales-Oñate
One point per cluster spatially balanced sampling Downloads
Blair Robertson and Chris Price
Bayesian boundary trend filtering Downloads
Takahiro Onizuka, Fumiya Iwashige and Shintaro Hashimoto
Nonparametric augmented probability weighting with sparsity Downloads
Xin He, Xiaojun Mao and Zhonglei Wang

Volume 190, issue C, 2024

Hybrid exact-approximate design approach for sparse functional data Downloads
Ming-Hung Kao and Ping-Han Huang
Recursive ridge regression using second-order stochastic algorithms Downloads
Antoine Godichon-Baggioni, Wei Lu and Bruno Portier
An RIHT statistic for testing the equality of several high-dimensional mean vectors under homoskedasticity Downloads
Qiuyan Zhang, Chen Wang, Baoxue Zhang and Hu Yang
Detecting change structures of nonparametric regressions Downloads
Wenbiao Zhao and Lixing Zhu
GP-BART: A novel Bayesian additive regression trees approach using Gaussian processes Downloads
Mateus Maia, Keefe Murphy and Andrew C. Parnell
Laplace approximated quasi-likelihood method for heteroscedastic survival data Downloads
Lili Yu and Yichuan Zhao
Variables selection using L0 penalty Downloads
Tonglin Zhang
Fast same-step forecast in SUTSE model and its theoretical properties Downloads
Wataru Yoshida and Kei Hirose
Additive partially linear model for pooled biomonitoring data Downloads
Xichen Mou and Dewei Wang
Calibrated regression estimation using empirical likelihood under data fusion Downloads
Wei Li, Shanshan Luo and Wangli Xu
On the efficacy of higher-order spectral clustering under weighted stochastic block models Downloads
Xiao Guo, Hai Zhang and Xiangyu Chang

Volume 189, issue C, 2024

Subsampling spectral clustering for stochastic block models in large-scale networks Downloads
Jiayi Deng, Danyang Huang, Yi Ding, Yingqiu Zhu, Bingyi Jing and Bo Zhang
Variational Bayesian inference for bipartite mixed-membership stochastic block model with applications to collaborative filtering Downloads
Jie Liu, Zifeng Ye, Kun Chen and Panpan Zhang
Dynamic risk score modeling for multiple longitudinal risk factors and survival Downloads
Cuihong Zhang, Jing Ning, Jianwen Cai, James E. Squires, Steven H. Belle and Ruosha Li
Full uncertainty analysis for Bayesian nonparametric mixture models Downloads
Blake Moya and Stephen G. Walker
Significance test for semiparametric conditional average treatment effects and other structural functions Downloads
Niwen Zhou, Xu Guo and Lixing Zhu
Likelihood-type confidence regions for optimal sensitivity and specificity of a diagnostic test Downloads
Gianfranco Adimari, Duc-Khanh To, Monica Chiogna, Francesca Scatozza and Antonio Facchiano
Joint modelling of the body and tail of bivariate data Downloads
L.M. André, J.L. Wadsworth and A. O'Hagan
Estimation of banded time-varying precision matrix based on SCAD and group lasso Downloads
Xiaonan Zhu, Yu Chen and Jie Hu
Testing the parametric form of the conditional variance in regressions based on distance covariance Downloads
Yue Hu, Haiqi Li and Falong Tan
Standard error estimates in hierarchical generalized linear models Downloads
Shaobo Jin and Youngjo Lee
Probability of default estimation in credit risk using mixture cure models Downloads
Rebeca Peláez, Ingrid Van Keilegom, Ricardo Cao and Juan M. Vilar
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