Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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Volume 67, issue C, 2013

Searching for a common pooling pattern among several samples pp. 1-14

P.C. Álvarez-Esteban, E. del Barrio, J.A. Cuesta-Albertos and C. Matrán

Moment adjusted imputation for multivariate measurement error data with applications to logistic regression pp. 15-24

Laine Thomas, Leonard A. Stefanski and Marie Davidian

The spurious regression of AR(p) infinite-variance sequence in the presence of structural breaks pp. 25-40

Hao Jin, Jinsuo Zhang, Si Zhang and Cong Yu

Lognormal lifetimes and likelihood-based inference for flexible cure rate models based on COM-Poisson family pp. 41-67

N. Balakrishnan and Suvra Pal

Bayesian computing with INLA: New features pp. 68-83

Thiago G. Martins, Daniel Simpson, Finn Lindgren and Håvard Rue

Robust methods for inferring sparse network structures pp. 84-94

Veronica Vinciotti and Hussein Hashem

A method for detecting hidden additivity in two-factor unreplicated experiments pp. 95-104

Christopher T. Franck, Dahlia M. Nielsen and Jason A. Osborne

Entropy-based sliced inverse regression pp. 105-114

Hideitsu Hino, Keigo Wakayama and Noboru Murata

A variant of the parallel model for sample surveys with sensitive characteristics pp. 115-135

Yin Liu and Guo-Liang Tian

Sparse high-dimensional fractional-norm support vector machine via DC programming pp. 136-148

Wei Guan and Alexander Gray

Robust fitting of a Weibull model with optional censoring pp. 149-161

Jingjing Yang and David W. Scott

Nonparametric feature screening pp. 162-174

Lu Lin, Jing Sun and Lixing Zhu

Combining functions and the closure principle for performing follow-up tests in functional analysis of variance pp. 175-184

O.A. Vsevolozhskaya, M.C. Greenwood, G.J. Bellante, S.L. Powell, R.L. Lawrence and K.S. Repasky

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density pp. 185-198

Han Lin Shang

Partially linear single index Cox regression model in nested case-control studies pp. 199-212

Shulian Shang, Mengling Liu, Anne Zeleniuch-Jacquotte, Tess V. Clendenen, Vittorio Krogh, Goran Hallmans and Wenbin Lu

Some properties of multivariate INAR(1) processes pp. 213-225

Xanthi Pedeli and Dimitris Karlis

Comparison of MCMC algorithms for the estimation of Tobit model with non-normal error: The case of asymmetric Laplace distribution pp. 226-235

Nuttanan Wichitaksorn and Hiroki Tsurumi

Introduction to face recognition and evaluation of algorithm performance pp. 236-247

G.H. Givens, J.R. Beveridge, P.J. Phillips, B. Draper, Y.M. Lui and D. Bolme

A semi-parametric approach to analysis of event duration and prevalence pp. 248-257

Jixian Wang and George Quartey

Contaminated Variance–Mean mixing model pp. 258-267

Thomas Fung, Joanna J.J. Wang and Eugene Seneta

Estimation using hybrid censored data from a two-parameter distribution with bathtub shape pp. 268-281

Manoj Kumar Rastogi and Yogesh Mani Tripathi

Least-squares estimation of a convex discrete distribution pp. 282-298

Cécile Durot, Sylvie Huet, François Koladjo and Stéphane Robin

Volume 66, issue C, 2013

Two algorithms for fitting constrained marginal models pp. 1-7

R.J. Evans and A. Forcina

OLS with multiple high dimensional category variables pp. 8-18

Simen Gaure

Inference for variograms pp. 19-31

Adrian W. Bowman and Rosa M. Crujeiras

Logistic regression with outcome and covariates missing separately or simultaneously pp. 32-54

Shu-Hui Hsieh, Chin-Shang Li and Shen-Ming Lee

Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification pp. 55-69

François Bachoc

Nonparametric meta-analysis of independent samples of records pp. 70-81

Morteza Amini and N. Balakrishnan

Multidimensional medians and uniqueness pp. 82-88

Yijun Zuo

M-type smoothing spline estimators for principal functions pp. 89-100

Seokho Lee, Hyejin Shin and Nedret Billor

Empirical likelihood inference for mean functionals with nonignorably missing response data pp. 101-116

Hui Zhao, Pu-Ying Zhao and Nian-Sheng Tang

Optimisation of interacting particle systems for rare event estimation pp. 117-128

Jérôme Morio, Damien Jacquemart, Mathieu Balesdent and Julien Marzat

Estimating a unitary effect summary based on combined survival and quantitative outcomes pp. 129-139

Huazhen Lin, Yi Li and Ming T. Tan

Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data pp. 140-149

Cheng Wang, Longbing Cao and Baiqi Miao

Statistical inference for partially linear stochastic models with heteroscedastic errors pp. 150-160

Xiaoguang Wang, Dawei Lu and Lixin Song

Conjugate and conditional conjugate Bayesian analysis of discrete graphical models of marginal independence pp. 161-177

Ioannis Ntzoufras and Claudia Tarantola

Cluster Forests pp. 178-192

Donghui Yan, Aiyou Chen and Michael I. Jordan

Two-way incremental seriation in the temporal domain with three-dimensional visualization: Making sense of evolving high-dimensional datasets pp. 193-201

Peter Wittek

New prediction method for the mixed logistic model applied in a marketing problem pp. 202-216

Karin Ayumi Tamura and Viviana Giampaoli

Volume 65, issue C, 2013

Density estimation for data with rounding errors pp. 4-12

B. Wang and W. Wertelecki

Detecting influential data points for the Hill estimator in Pareto-type distributions pp. 13-28

Mia Hubert, Goedele Dierckx and Dina Vanpaemel

Robust distances for outlier-free goodness-of-fit testing pp. 29-45

Andrea Cerioli, Alessio Farcomeni and Marco Riani

Robust functional linear regression based on splines pp. 46-55

Ricardo A. Maronna and Victor J. Yohai

Variable selection in high-dimensional partially linear additive models for composite quantile regression pp. 56-67

Jie Guo, Manlai Tang, Maozai Tian and Kai Zhu

Robust estimation for vector autoregressive models pp. 68-79

Nora Muler and V´ictor J. Yohai

Robust tests in generalized linear models with missing responses pp. 80-97

Ana M. Bianco, Graciela Boente and Isabel M. Rodrigues

Robust minimum information loss estimation pp. 98-112

John C. Lind, Douglas P. Wiens and Victor J. Yohai

Volume 64, issue C, 2013

Mixture of D-vine copulas for modeling dependence pp. 1-19

Daeyoung Kim, Jong-Min Kim, Shu-Min Liao and Yoon-Sung Jung

Power Lindley distribution and associated inference pp. 20-33

M.E. Ghitany, D.K. Al-Mutairi, N. Balakrishnan and L.J. Al-Enezi

A new extended Birnbaum–Saunders regression model for lifetime modeling pp. 34-50

Artur J. Lemonte

Assessing classifiers in terms of the partial area under the ROC curve pp. 51-70

Waleed A. Yousef

Minimum disparity estimation: Improved efficiency through inlier modification pp. 71-86

Abhijit Mandal and Ayanendranath Basu

Simultaneous confidence intervals for comparing margins of multivariate binary data pp. 87-98

Bernhard Klingenberg and Ville Satopää

Monitoring the covariance matrix with fewer observations than variables pp. 99-112

Edgard M. Maboudou-Tchao and Vincent Agboto

Bispectral-based methods for clustering time series pp. 113-131

Jane L. Harvill, Nalini Ravishanker and Bonnie K. Ray

Stable graphical model estimation with Random Forests for discrete, continuous, and mixed variables pp. 132-152

Bernd Fellinghauer, Peter Bühlmann, Martin Ryffel, Michael von Rhein and Jan D. Reinhardt

Linear regression models with slash-elliptical errors pp. 153-164

Izabel Cristina Alcantara and Francisco José A. Cysneiros

Generalised interval estimation in the random effects meta regression model pp. 165-179

Thomas Friedrich and Guido Knapp

Two step composite quantile regression for single-index models pp. 180-191

Rong Jiang, Zhan-Gong Zhou, Wei-Min Qian and Yong Chen

A Bayesian multivariate probit for ordinal data with semiparametric random-effects pp. 192-208

Jung Seek Kim and Brian T. Ratchford

Conjugate priors and variable selection for Bayesian quantile regression pp. 209-219

Rahim Alhamzawi and Keming Yu

A predictive deviance criterion for selecting a generative model in semi-supervised classification pp. 220-236

Vincent Vandewalle, Christophe Biernacki, Gilles Celeux and Gérard Govaert

Bayesian inference in nonlinear mixed-effects models using normal independent distributions pp. 237-252

Victor H. Lachos, Luis M. Castro and Dipak K. Dey

An empirical study of tests for uniformity in multidimensional data pp. 253-268

Adam Petrie and Thomas R. Willemain

Statistical inference on survival data in group-parallel clinical trials with treatment switching pp. 269-280

Chang Ding, Siu-keung Tse and Ronghai Yang

Logistic regression with weight grouping priors pp. 281-298

M. Korzeń, S. Jaroszewicz and P. Klęsk

Objective Bayesian analysis for bivariate Marshall–Olkin exponential distribution pp. 299-313

Qiang Guan, Yincai Tang and Ancha Xu