Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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Volume 90, issue C, 2015

Data augmentation and parameter expansion for independent or spatially correlated ordinal data pp. 1-14

Erin M. Schliep and Jennifer A. Hoeting

Grouped variable importance with random forests and application to multiple functional data analysis pp. 15-35

Baptiste Gregorutti, Bertrand Michel and Philippe Saint-Pierre

Finding Dantzig selectors with a proximity operator based fixed-point algorithm pp. 36-46

Ashley Prater, Lixin Shen and Bruce W. Suter

Robust and efficient estimation of effective dose pp. 47-60

Rohana J. Karunamuni, Qingguo Tang and Bangxin Zhao

Location and scale mixtures of Gaussians with flexible tail behaviour: Properties, inference and application to multivariate clustering pp. 61-73

Darren Wraith and Florence Forbes

Sparse HDLSS discrimination with constrained data piling pp. 74-83

Jeongyoun Ahn and Yongho Jeon

Improved methods for the imputation of missing data by nearest neighbor methods pp. 84-99

Gerhard Tutz and Shahla Ramzan

Tests of exponentiality based on Arnold–Villasenor characterization and their efficiencies pp. 100-113

Milan Jovanović, Bojana Milošević, Yakov Nikitin, Marko Obradović and K. Yu. Volkova

Kernel Generalized Canonical Correlation Analysis pp. 114-131

Arthur Tenenhaus, Cathy Philippe and Vincent Frouin

Volume 89, issue C, 2015

Modeling sleep fragmentation in sleep hypnograms: An instance of fast, scalable discrete-state, discrete-time analyses pp. 1-11

Bruce J. Swihart, Naresh M. Punjabi and Ciprian M. Crainiceanu

Variational algorithms for biclustering models pp. 12-24

Duy Vu and Murray Aitkin

An adaptive test for the mean vector in large-p-small-n problems pp. 25-38

Yanfeng Shen and Zhengyan Lin

A semiparametric additive rates model for multivariate recurrent events with missing event categories pp. 39-50

Peng Ye, Xingqiu Zhao, Liuquan Sun and Wei Xu

Improving cross-validated bandwidth selection using subsampling-extrapolation techniques pp. 51-71

Qing Wang and Bruce G. Lindsay

Non-parametric entropy estimators based on simple linear regression pp. 72-84

Hideitsu Hino, Kensuke Koshijima and Noboru Murata

Estimation for mixed exponential distributions under type-II progressively hybrid censored samples pp. 85-96

Yuzhu Tian, Qianqian Zhu and Maozai Tian

Generalized endpoint-inflated binomial model pp. 97-114

Guo-Liang Tian, Huijuan Ma, Yong Zhou and Dianliang Deng

Behavior of EWMA type control charts for small smoothing parameters pp. 115-125

Taras Lazariv, Yarema Okhrin and Wolfgang Schmid

Estimating a graphical intra-class correlation coefficient (GICC) using multivariate probit-linear mixed models pp. 126-133

Chen Yue, Shaojie Chen, Haris I. Sair, Raag Airan and Brian S. Caffo

An adaptive minimum spanning tree test for detecting irregularly-shaped spatial clusters pp. 134-146

Ruoyu Zhou, Lianjie Shu and Yan Su

A random-effect model approach for group variable selection pp. 147-157

Sangin Lee, Yudi Pawitan and Youngjo Lee

Likelihood inference for small area estimation using data cloning pp. 158-171

Mahmoud Torabi, Subhash R. Lele and Narasimha G.N. Prasad

Fast goodness-of-fit tests based on the characteristic function pp. 172-191

M. Dolores Jiménez-Gamero and Hyoung-Moon Kim

Sparse principal component regression with adaptive loading pp. 192-203

Shuichi Kawano, Hironori Fujisawa, Toyoyuki Takada and Toshihiko Shiroishi

Orthogonality-projection-based estimation for semi-varying coefficient models with heteroscedastic errors pp. 204-221

Yan-Yong Zhao, Jin-Guan Lin, Pei-Rong Xu and Xu-Guo Ye

Bayesian nonparametric estimation of test equating functions with covariates pp. 222-244

Jorge González, Andrés F. Barrientos and Fernando A. Quintana

Volume 88, issue C, 2015

Local linear estimation of residual entropy function of conditional distributions pp. 1-14

G. Rajesh, E.I. Abdul-Sathar and R. Maya

Two simple algorithms on linear combination of multiple biomarkers to maximize partial area under the ROC curve pp. 15-27

Wenbao Yu and Taesung Park

Comorbidity of chronic diseases in the elderly: Patterns identified by a copula design for mixed responses pp. 28-39

Jakob Stöber, Hyokyoung Grace Hong, Claudia Czado and Pulak Ghosh

Modelling discrete longitudinal data using acyclic probabilistic finite automata pp. 40-52

Smitha Ankinakatte and David Edwards

Unbiased regression trees for longitudinal and clustered data pp. 53-74

Wei Fu and Jeffrey S. Simonoff

SIMD parallel MCMC sampling with applications for big-data Bayesian analytics pp. 75-99

Alireza S. Mahani and Mansour T.A. Sharabiani

Nested nonnegative cone analysis pp. 100-110

Lingsong Zhang, Shu Lu and J.S. Marron

Best linear near unbiased estimation for nonlinear signal models via semi-infinite programming approach pp. 111-118

Bingo Wing-Kuen Ling, Charlotte Yuk-Fan Ho, Wan-Chi Siu and Qingyun Dai

Generalized orthogonal components regression for high dimensional generalized linear models pp. 119-127

Yanzhu Lin, Min Zhang and Dabao Zhang

A lack-of-fit test for quantile regression models with high-dimensional covariates pp. 128-138

Mercedes Conde-Amboage, César Sánchez-Sellero and Wenceslao González-Manteiga

Mixture model selection via hierarchical BIC pp. 139-153

Jianhua Zhao, Libin Jin and Lei Shi

Quantile regression methods with varying-coefficient models for censored data pp. 154-172

Shangyu Xie, Alan T.K. Wan and Yong Zhou

Multilevel cumulative logistic regression model with random effects: Application to British social attitudes panel survey data pp. 173-186

Moon-tong Chan, Dalei Yu and Kelvin K.W. Yau

On second order efficient robust inference pp. 187-207

Subhadeep Paul and Ayanendranath Basu

Volume 87, issue C, 2015

Kappa statistic for clustered physician–patients polytomous data pp. 1-17

Zhao Yang and Ming Zhou

A case-deletion diagnostic for penalized calibration estimators and BLUP under linear mixed models in survey sampling pp. 18-33

I. Barranco-Chamorro, M.D. Jiménez-Gamero, J.A. Mayor-Gallego and J.L. Moreno-Rebollo

Regression analysis of multivariate current status data with auxiliary covariates under the additive hazards model pp. 34-45

Yurong Chen, Yanqin Feng and Jianguo Sun

A new estimating equation approach for marginal hazard ratio estimation pp. 46-56

Yi Niu and Yingwei Peng

Faithfulness and learning hypergraphs from discrete distributions pp. 57-72

Anna Klimova, Caroline Uhler and Tamás Rudas

A Bayesian hierarchical model for estimating and partitioning Bernstein polynomial density functions pp. 73-83

Charlotte C. Gard and Elizabeth R. Brown

Model based clustering of high-dimensional binary data pp. 84-101

Yang Tang, Ryan P. Browne and Paul D. McNicholas

Archetypoids: A new approach to define representative archetypal data pp. 102-115

Guillermo Vinué, Irene Epifanio and Sandra Alemany

Adjusted quasi-maximum likelihood estimator for mixed regressive, spatial autoregressive model and its small sample bias pp. 116-135

Dalei Yu, Peng Bai and Chang Ding

Volume 86, issue C, 2015

Entropy test and residual empirical process for autoregressive conditional duration models pp. 1-12

Sangyeol Lee and Haejune Oh

The dual and degrees of freedom of linearly constrained generalized lasso pp. 13-26

Qinqin Hu, Peng Zeng and Lu Lin

An external field prior for the hidden Potts model with application to cone-beam computed tomography pp. 27-41

Matthew T. Moores, Catriona E. Hargrave, Timothy Deegan, Michael Poulsen, Fiona Harden and Kerrie Mengersen

Multiple comparisons for survival data with propensity score adjustment pp. 42-51

Hong Zhu and Bo Lu

Anatomical curve identification pp. 52-64

Adrian W. Bowman, Stanislav Katina, Joanna Smith and Denise Brown

Tree-based varying coefficient regression for longitudinal ordinal responses pp. 65-80

Reto Bürgin and Gilbert Ritschard

Bayesian estimation of a discrete response model with double rules of sample selection pp. 81-96

Rong Zhang, Brett A. Inder and Xibin Zhang

Transdimensional approximate Bayesian computation for inference on invasive species models with latent variables of unknown dimension pp. 97-110

Oksana A. Chkrebtii, Erin K. Cameron, David A. Campbell and Erin M. Bayne