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Computational Statistics & Data Analysis

1983 - 2018

Current editor(s): S.P. Azen

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Volume 121, issue C, 2018

Multivariate factorizable expectile regression with application to fMRI data pp. 1-19 Downloads
Shih-Kang Chao, Wolfgang Härdle and Chen Huang
Small area estimation of general parameters under complex sampling designs pp. 20-40 Downloads
María Guadarrama, Isabel Molina and J.N.K. Rao
Parameter change tests for ARMA–GARCH models pp. 41-56 Downloads
Junmo Song and Jiwon Kang
Concordance correlation coefficients estimated by variance components for longitudinal normal and Poisson data pp. 57-70 Downloads
Miao-Yu Tsai and Chao-Chun Lin
Efficient estimation of COM–Poisson regression and a generalized additive model pp. 71-88 Downloads
Suneel Babu Chatla and Galit Shmueli
Joint estimation of multiple Gaussian graphical models across unbalanced classes pp. 89-103 Downloads
Liang Shan and Inyoung Kim
Analysis of longitudinal data with covariate measurement error and missing responses: An improved unbiased estimating equation pp. 104-112 Downloads
Huiming Lin, Guoyou Qin, Jiajia Zhang and Zhongyi Zhu
Angle-based models for ranking data pp. 113-136 Downloads
Hang Xu, Mayer Alvo and Philip L.H. Yu
Small sample inference for probabilistic index models pp. 137-148 Downloads
G. Amorim, O. Thas, K. Vermeulen, S. Vansteelandt and J. De Neve
Jeffreys priors for mixture estimation: Properties and alternatives pp. 149-163 Downloads
Clara Grazian and Christian P. Robert
Extended dynamic generalized linear models: The two-parameter exponential family pp. 164-179 Downloads
M.A.O. Souza, H.S. Migon and J.B.M. Pereira
A scoring criterion for rejection of clustered p-values pp. 180-189 Downloads
Qingyun Cai
Manly transformation in finite mixture modeling pp. 190-208 Downloads
Xuwen Zhu and Volodymyr Melnykov

Volume 120, issue C, 2018

Validation of community robustness pp. 1-24 Downloads
Annamaria Carissimo, Luisa Cutillo and Italia De Feis
Fast symmetric additive covariance smoothing pp. 25-41 Downloads
Jona Cederbaum, Fabian Scheipl and Sonja Greven
Skewness-based projection pursuit: A computational approach pp. 42-57 Downloads
Nicola Loperfido
Smoothed jackknife empirical likelihood for the one-sample difference of quantiles pp. 58-69 Downloads
Hanfang Yang and Yichuan Zhao
A note on the validity of cross-validation for evaluating autoregressive time series prediction pp. 70-83 Downloads
Christoph Bergmeir, Rob J. Hyndman and Bonsoo Koo
A least squares approach to latent variables extraction in formative–reflective models pp. 84-97 Downloads
Marco Fattore, Matteo Pelagatti and Giorgio Vittadini
Marginal maximum likelihood estimation of SAR models with missing data pp. 98-110 Downloads
Thomas Suesse
Nonparametric Bayesian label prediction on a graph pp. 111-131 Downloads
Jarno Hartog and Harry van Zanten

Volume 119, issue C, 2018

Dependent mixtures of geometric weights priors pp. 1-18 Downloads
Spyridon J. Hatjispyros, Christos Merkatas, Theodoros Nicoleris and Stephen G. Walker
A globally convergent algorithm for lasso-penalized mixture of linear regression models pp. 19-38 Downloads
Luke R. Lloyd-Jones, Hien D. Nguyen and Geoffrey J. McLachlan
A Joint modelling of socio-professional trajectories and cause-specific mortality pp. 39-54 Downloads
M. Karimi, G. Rey and A. Latouche
Alternative HAC covariance matrix estimators with improved finite sample properties pp. 55-73 Downloads
Luke Hartigan
A new nonparametric screening method for ultrahigh-dimensional survival data pp. 74-85 Downloads
Yanyan Liu, Jing Zhang and Xingqiu Zhao
On nonparametric estimation of the latent distribution for ordinal data pp. 86-98 Downloads
Sujit K. Ghosh, Christopher B. Burns, Daniel L. Prager, Li Zhang and Glenn Hui
An algorithm based on semidefinite programming for finding minimax optimal designs pp. 99-117 Downloads
Belmiro P.M. Duarte, Guillaume Sagnol and Weng Kee Wong
Robust feature screening for ultra-high dimensional right censored data via distance correlation pp. 118-138 Downloads
Xiaolin Chen, Xiaojing Chen and Hong Wang
Data-driven kernel representations for sampling with an unknown block dependence structure under correlation constraints pp. 139-154 Downloads
G. Perrin, C. Soize and N. Ouhbi

Volume 118, issue C, 2018

Accelerating pseudo-marginal MCMC using Gaussian processes pp. 1-17 Downloads
Christopher C. Drovandi, Matthew T. Moores and Richard J. Boys
A new non-parametric estimator for instant system availability pp. 18-29 Downloads
Kai Huang and Jie Mi
Signed sequential rank CUSUMs pp. 30-39 Downloads
F. Lombard and C. van Zyl
Generating random variates from PDF of Gauss–Markov processes with a reflecting boundary pp. 40-53 Downloads
A. Buonocore, A.G. Nobile and E. Pirozzi
Sample size determination for high dimensional parameter estimation with application to biomarker identification pp. 54-65 Downloads
Binyan Jiang and Jialiang Li
Estimation and testing for time-varying quantile single-index models with longitudinal data pp. 66-83 Downloads
Jianbo Li, Heng Lian, Xuejun Jiang and Xinyuan Song
Optimizing two-level orthogonal arrays for simultaneously estimating main effects and pre-specified two-factor interactions pp. 84-97 Downloads
Ping-Yang Chen, Ray-Bing Chen and C. Devon Lin
Robust multistratum baseline designs pp. 98-111 Downloads
Chang-Yun Lin and Po Yang
Consistent test for parametric models with right-censored data using projections pp. 112-125 Downloads
Zhihua Sun, Xue Ye and Liuquan Sun
Simultaneous variable selection and estimation for multivariate multilevel longitudinal data with both continuous and binary responses pp. 126-137 Downloads
Haocheng Li, Di Shu, Yukun Zhang and Grace Y. Yi

Volume 117, issue C, 2018

Quantile regression for partially linear varying-coefficient model with censoring indicators missing at random pp. 1-18 Downloads
Yu Shen and Han-Ying Liang
Simultaneous estimation based on empirical likelihood and general maximum likelihood estimation pp. 19-31 Downloads
Junyong Park
Network linear discriminant analysis pp. 32-44 Downloads
Wei Cai, Guoyu Guan, Rui Pan, Xuening Zhu and Hansheng Wang
Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion pp. 45-61 Downloads
Mahdi Roozbeh
Order restricted inference of a multiple step-stress model pp. 62-75 Downloads
Debashis Samanta and Debasis Kundu
Informativeness of diagnostic marker values and the impact of data grouping pp. 76-89 Downloads
Hua Ma, Andriy I. Bandos and David Gur
Improved distributed particle filters for tracking in a wireless sensor network pp. 90-108 Downloads
Kai Kang, Vasileios Maroulas, Ioannis Schizas and Feng Bao
Vine copula based likelihood estimation of dependence patterns in multivariate event time data pp. 109-127 Downloads
Nicole Barthel, Candida Geerdens, Matthias Killiches, Paul Janssen and Claudia Czado
Testing independence in high dimensions using Kendall’s tau pp. 128-137 Downloads
Guangyu Mao
Spatial data compression via adaptive dispersion clustering pp. 138-153 Downloads
Yuliya Marchetti, Hai Nguyen, Amy Braverman and Noel Cressie
A scalable and efficient covariate selection criterion for mixed effects regression models with unknown random effects structure pp. 154-161 Downloads
Radu V. Craiu and Thierry Duchesne
Dual-semiparametric regression using weighted Dirichlet process mixture pp. 162-181 Downloads
Peng Sun, Inyoung Kim and Ki-Ahm Lee
Optimal experimental designs for estimating the drug combination index in toxicology pp. 182-193 Downloads
T. Holland-Letz and A. Kopp-Schneider
Regression analysis for the proportional hazards model with parameter constraints under case-cohort design pp. 194-206 Downloads
Lifeng Deng, Jieli Ding, Yanyan Liu and Chengdong Wei
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