Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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Volume 92, issue C, 2015

Fast integer-valued algorithms for optimal allocations under constraints in stratified sampling pp. 1-12

Ulf Friedrich, Ralf Münnich, Sven de Vries and Matthias Wagner

Covariance matrix estimation for left-censored data pp. 13-25

Maiju Pesonen, Henri Pesonen and Jaakko Nevalainen

Simulation-based fully Bayesian experimental design for mixed effects models pp. 26-39

Elizabeth G. Ryan, Christopher C. Drovandi and Anthony N. Pettitt

Studies of the adaptive network-constrained linear regression and its application pp. 40-52

Hu Yang and Danhui Yi

Moderately clipped LASSO pp. 53-67

Sunghoon Kwon, Sangin Lee and Yongdai Kim

Estimation and inference on central mean subspace for multivariate response data pp. 68-83

Liping Zhu and Wei Zhong

Using mixtures of t densities to make inferences in the presence of missing data with a small number of multiply imputed data sets pp. 84-96

S. Rashid, R. Mitra and R.J. Steele

A test for equality of two distributions via jackknife empirical likelihood and characteristic functions pp. 97-114

Zhi Liu, Xiaochao Xia and Wang Zhou

Matrix completion discriminant analysis pp. 115-125

Tong Tong Wu and Kenneth Lange

Detecting misspecification in the random-effects structure of cumulative logit models pp. 126-133

Kuo-Chin Lin and Yi-Ju Chen

Regression under Cox’s model for recall-based time-to-event data in observational studies pp. 134-147

Sedigheh Mirzaei Salehabadi and Debasis Sengupta

Nonparametric density estimation for multivariate bounded data using two non-negative multiplicative bias correction methods pp. 148-162

Benedikt Funke and Rafael Kawka

A Bayesian mixture model to quantify parameters of spatial clustering pp. 163-176

Martin Schäfer, Yvonne Radon, Thomas Klein, Sabrina Herrmann, Holger Schwender, Peter J. Verveer and Katja Ickstadt

Volume 91, issue C, 2015

A note on implementing the Durbin and Koopman simulation smoother pp. 1-3

Marek Jarociński

Convergent stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation pp. 4-19

Stéphanie Allassonnière and Estelle Kuhn

Conditional quantile estimation based on optimal quantization: From theory to practice pp. 20-39

Isabelle Charlier, Davy Paindaveine and Jérôme Saracco

Joint latent class model of survival and longitudinal data: An application to CPCRA study pp. 40-50

Yue Liu, Lei Liu and Jianhui Zhou

Long-term survival models with overdispersed number of competing causes pp. 51-63

Wagner Barreto-Souza

The hybrid method of FSIR and FSAVE for functional effective dimension reduction pp. 64-77

Guochang Wang, Yan Zhou, Xiang-Nan Feng and Baoxue Zhang

Efficient maximum approximated likelihood inference for Tukey’s g-and-h distribution pp. 78-91

Ganggang Xu and Marc G. Genton

Jackknife empirical likelihood inference for the mean absolute deviation pp. 92-101

Yichuan Zhao, Xueping Meng and Hanfang Yang

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