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Computational Statistics & Data Analysis

1983 - 2022

Current editor(s): S.P. Azen

From Elsevier
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Volume 167, issue C, 2022

Bayesian beta regression for bounded responses with unknown supports Downloads
Haiming Zhou and Xianzheng Huang
Inference for monotone single-index conditional means: A Lorenz regression approach Downloads
Cédric Heuchenne and Alexandre Jacquemain
Dimension reduction for block-missing data based on sparse sliced inverse regression Downloads
Zhen Xiao and Qi Zhang
Hierarchical Bayesian modeling of spatio-temporal area-interaction processes Downloads
Jiaxun Chen, Athanasios C. Micheas and Scott H. Holan
Selective inference for additive and linear mixed models Downloads
David Rügamer, Philipp F.M. Baumann and Sonja Greven
Model averaging for linear mixed models via augmented Lagrangian Downloads
René-Marcel Kruse, Alexander Silbersdorff and Benjamin Säfken
A group comparison in fMRI data using a semiparametric model under shape invariance Downloads
Arunava Samaddar, Brooke S. Jackson, Christopher J. Helms, Nicole A. Lazar, Jennifer E. McDowell and Cheolwoo Park
Parameter estimation and computation of the Fisher information matrix for functions of phase type random variables Downloads
Celeste R. Pavithra and T.G. Deepak
Oracle-efficient estimation for functional data error distribution with simultaneous confidence band Downloads
Jiangyan Wang, Lijie Gu and Lijian Yang
Polymatching algorithm in observational studies with multiple treatment groups Downloads
Giovanni Nattino, Chi Song and Bo Lu
Mixture additive hazards cure model with latent variables: Application to corporate default data Downloads
Qi Yang, Haijin He, Bin Lu and Xinyuan Song
Efficient unequal probability resampling from finite populations Downloads
Pier Luigi Conti, Fulvia Mecatti and Federica Nicolussi
A study of longitudinal trends in time-frequency transformations of EEG data during a learning experiment Downloads
Joanna Boland, Donatello Telesca, Catherine Sugar, Shafali Jeste, Cameron Goldbeck and Damla Senturk
Projection quantile correlation and its use in high-dimensional grouped variable screening Downloads
Jicai Liu, Yuefeng Si, Yong Niu and Riquan Zhang
K-bMOM: A robust Lloyd-type clustering algorithm based on bootstrap median-of-means Downloads
Camille Brunet-Saumard, Edouard Genetay and Adrien Saumard
Fast selection of nonlinear mixed effect models using penalized likelihood Downloads
Edouard Ollier
Adaptive quantile computation for Brownian bridge in change-point analysis Downloads
Jürgen Franke, Mario Hefter, André Herzwurm, Klaus Ritter and Stefanie Schwaar
Uncertainty quantification for honest regression trees Downloads
Suofei Wu, Jan Hannig and Thomas C.M. Lee
A Wilcoxon-Mann-Whitney spatial scan statistic for functional data Downloads
Zaineb Smida, Lionel Cucala, Ali Gannoun and Ghislain Durif
The general goodness-of-fit tests for correlated data Downloads
Hong Zhang and Zheyang Wu

Volume 166, issue C, 2022

Bayesian inference for generalized linear model with linear inequality constraints Downloads
Rahul Ghosal and Sujit K. Ghosh
Model-based sparse coding beyond Gaussian independent model Downloads
Xin Xing, Rui Xie and Wenxuan Zhong
Joint estimation of monotone curves via functional principal component analysis Downloads
Yei Eun Shin, Lan Zhou and Yu Ding
On principal graphical models with application to gene network Downloads
Kyongwon Kim
Local logarithm partial likelihood estimation of panel count data model with an unknown link function Downloads
Yijun Wang, Weiwei Wang and Xiaobing Zhao

Volume 165, issue C, 2022

Robust regression with compositional covariates Downloads
Aditya Mishra and Christian L. Müller
Optimal designs for order-of-addition experiments Downloads
Yuna Zhao, Dennis K.J. Lin and Min-Qian Liu
Bootstrapping multivariate portmanteau tests for vector autoregressive models with weak assumptions on errors Downloads
Muyi Li and Yanfen Zhang
Deep learning for quantile regression under right censoring: DeepQuantreg Downloads
Yichen Jia and Jong-Hyeon Jeong
A new classification tree method with interaction detection capability Downloads
Ahhyoun Kim and Hyunjoong Kim
Bayesian model selection for high-dimensional Ising models, with applications to educational data Downloads
Jaewoo Park, Ick Hoon Jin and Michael Schweinberger
Power analysis and type I and type II error rates of Bayesian nonparametric two-sample tests for location-shifts based on the Bayes factor under Cauchy priors Downloads
Riko Kelter

Volume 164, issue C, 2021

Projection-averaging-based cumulative covariance and its use in goodness-of-fit testing for single-index models Downloads
Kai Xu and Yeqing Zhou
Graph informed sliced inverse regression Downloads
Eugen Pircalabelu and Andreas Artemiou
Equivalence class selection of categorical graphical models Downloads
Federico Castelletti and Stefano Peluso
On efficient exact experimental designs for ordered treatments Downloads
Satya Prakash Singh and Ori Davidov
Semiparametric least-squares regression with doubly-censored data Downloads
Taehwa Choi, Arlene K.H. Kim and Sangbum Choi
Correlation for tree-shaped datasets and its Bayesian estimation Downloads
Shanjun Mao, Xiaodan Fan and Jie Hu
Outlier detection in networks with missing links Downloads
Solenne Gaucher, Olga Klopp and Geneviève Robin
A more powerful test of equality of high-dimensional two-sample means Downloads
Huaiyu Zhang and Haiyan Wang
Inference for partially observed epidemic dynamics guided by Kalman filtering techniques Downloads
Romain Narci, Maud Delattre, Catherine Larédo and Elisabeta Vergu

Volume 163, issue C, 2021

Two-sample high dimensional mean test based on prepivots Downloads
Santu Ghosh, Deepak Nag Ayyala and Rafael Hellebuyck
Feature filter for estimating central mean subspace and its sparse solution Downloads
Pei Wang, Xiangrong Yin, Qingcong Yuan and Richard Kryscio
Assessing dynamic effects on a Bayesian matrix-variate dynamic linear model: An application to task-based fMRI data analysis Downloads
Johnatan Cardona Jiménez and Carlos A. de B. Pereira
Multimodal Bayesian registration of noisy functions using Hamiltonian Monte Carlo Downloads
J. Derek Tucker, Lyndsay Shand and Kenny Chowdhary
Categorical CVA biplots Downloads
D.T. Rodwell, Carel van der Merwe and S. Gardner-Lubbe
Active set algorithms for estimating shape-constrained density ratios Downloads
Lutz Dümbgen, Alexandre Mösching and Christof Strähl
Covariate balancing functional propensity score for functional treatments in cross-sectional observational studies Downloads
Xiaoke Zhang, Wu Xue and Qiyue Wang

Volume 162, issue C, 2021

Bayesian subgroup analysis in regression using mixture models Downloads
Yunju Im and Aixin Tan
A motif building process for simulating random networks Downloads
Alan M. Polansky and Paramahansa Pramanik
Fast and scalable computations for Gaussian hierarchical models with intrinsic conditional autoregressive spatial random effects Downloads
Marco A.R. Ferreira, Erica M. Porter and Christopher T. Franck
Distributed one-step upgraded estimation for non-uniformly and non-randomly distributed data Downloads
Feifei Wang, Yingqiu Zhu, Danyang Huang, Haobo Qi and Hansheng Wang
Fitting jump additive models Downloads
Yicheng Kang, Yueyong Shi, Yuling Jiao, Wendong Li and Dongdong Xiang
Fast multivariate empirical cumulative distribution function with connection to kernel density estimation Downloads
Nicolas Langrené and Xavier Warin
Assessing the effective sample size for large spatial datasets: A block likelihood approach Downloads
Jonathan Acosta, Alfredo Alegría, Felipe Osorio and Ronny Vallejos
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