Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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Volume 48, issue 4, 2005

Erratum to "Wavelet estimation of partially linear models" [Computational Statistics and Data Analysis 47/1 (2004) 31-48] pp. 677-ix

Xiao-Wen Chang and Leming Qu

Power comparisons for an improved disease clustering test pp. 679-684

Al Ozonoff, Marco Bonetti, Laura Forsberg and Marcello Pagano

Quasi-Monte Carlo sampling to improve the efficiency of Monte Carlo EM pp. 685-701

Wolfgang Jank

Fast and robust bootstrap for LTS pp. 703-715

Gert Willems and Stefan Van Aelst

An algorithm for computing exact least-trimmed squares estimate of simple linear regression with constraints pp. 717-734

Lei M. Li

Bayesian predictive model comparison via parallel sampling pp. 735-753

P. Congdon

Alternative computational formulae for generalized linear model diagnostics: identifying influential observations with SAS software pp. 755-764

John S. Preisser and Daniel I. Garcia

Robustness properties of A-, D-, and E-optimal designs for polynomial growth models with autocorrelated errors pp. 765-778

M. Moerbeek

Sensitivity analysis of constrained linear L1 regression: perturbations to response and predictor variables pp. 779-802

Mingren Shi and Mark A. Lukas

A normal approximation for the chi-square distribution pp. 803-808

Luisa Canal

Hybrid local polynomial wavelet shrinkage: wavelet regression with automatic boundary adjustment pp. 809-819

Hee-Seok Oh and Thomas C. M. Lee

The use of mixtures for dealing with non-normal regression errors pp. 821-834

Francesco Bartolucci and Luisa Scaccia

Including long- and short-term data in blinded sample size recalculation for binary endpoints pp. 835-855

Kirsten Wust and Meinhard Kieser

Bayesian computation for logistic regression pp. 857-868

Pieter C. N. Groenewald and Lucky Mokgatlhe

An extensive comparison of recent classification tools applied to microarray data pp. 869-885

Jae Won Lee, Jung Bok Lee, Mira Park and Seuck Heun Song

Sequential Monte Carlo estimation of aerosol size distributions pp. 887-908

Arto Voutilainen and Jari P. Kaipio

Volume 48, issue 3, 2005

On the accuracy of statistical distributions in Microsoft Excel 2003 pp. 445-449

Leo Knusel

A genetic method of LAD estimation for models with censored data pp. 451-466

Xiuqing Zhou and Jinde Wang

Kernel weighted influence measures pp. 467-487

Niel Hens, Marc Aerts, Geert Molenberghs, Herbert Thijs and Geert Verbeke

Shrinkage estimation for the difference between exponential guarantee time parameters pp. 489-507

Paul Chiou and Weiwen Miao

Estimation of parameters for exponentiated-Weibull family under type-II censoring scheme pp. 509-523

Umesh Singh, Pramod K. Gupta and S. K. Upadhyay

Modeling and prediction of multivariate space-time random fields pp. 525-547

S. De Iaco, M. Palma and D. Posa

Generalized nonlinear models and variance function estimation pp. 549-570

Nansong Zhang, Bo-cheng Wei and Jin-guan Lin

A data-based method for selecting tuning parameters in minimum distance estimators pp. 571-585

J. Warwick

Homogeneity analysis using absolute deviations pp. 587-603

George Michailidis and Jan De Leeuw

A simple improved inferential method for some discrete distributions pp. 605-621

Yong Cai and K. Krishnamoorthy

Bootstrap tests for independence in two-way ordinal contingency tables pp. 623-631

Hyeong Chul Jeong, Myoungshic Jhun and Daehak Kim

Distribution of mutual information from complete and incomplete data pp. 633-657

Marcus Hutter and Marco Zaffalon

Latent class models for mixed variables with applications in Archaeometry pp. 659-675

Irini Moustaki and Ioulia Papageorgiou

Volume 48, issue 2, 2005

Assessment of two approximation methods for computing posterior model probabilities pp. 221-234

Edward L. Boone, Keying Ye and Eric P. Smith

Improved biclustering of microarray data demonstrated through systematic performance tests pp. 235-254

Heather Turner, Trevor Bailey and Wojtek Krzanowski

Extension to the product partition model: computing the probability of a change pp. 255-268

R.H. Loschi and F.R.B. Cruz

A Bayesian approach to paired comparison rankings based on a graphical model pp. 269-290

Hea-Jung Kim

Multiple comparison procedures for detecting differences in simply ordered means pp. 291-306

Kane Nashimoto and F.T. Wright

Multivariate least-trimmed squares regression estimator pp. 307-316

Kang-Mo Jung

A visual display device for significant features in complicated signals pp. 317-343

Fred Godtliebsen and Tor Arne Oigard

On likelihood inference in binary mixed model with an application to COPD data pp. 345-361

Brajendra C. Sutradhar and Rahul Mukerjee

Implementing componentwise Hastings algorithms pp. 363-389

Richard A. Levine, Zhaoxia Yu, William G. Hanley and John J. Nitao

A comparative study of the finite-sample performance of some portmanteau tests for randomness of a time series pp. 391-413

Andy C.C. Kwan, Ah-Boon Sim and Yangru Wu

Variable selection in neural network regression models with dependent data: a subsampling approach pp. 415-429

Michele La Rocca and Cira Perna

Statistical analysis of financial networks pp. 431-443

Vladimir Boginski, Sergiy Butenko and Panos M. Pardalos

Volume 48, issue 1, 2005

Editorial pp. 1-4

Vincenzo Esposito Vinzi and Carlo Lauro

Dimensionality reduction approach to multivariate prediction pp. 5-16

Bovas Abraham and Giovanni Merola

PLS generalised linear regression pp. 17-46

Philippe Bastien, Vincenzo Esposito Vinzi and Michel Tenenhaus

Combined Procrustes analysis and PLSR for internal and external mapping of data from multiple sources pp. 47-62

Garmt Dijksterhuis, Harald Martens and Magni Martens

An alternative algorithm to the PLS B problem pp. 63-67

M. Hanafi and E. M. Qannari

PCA and PLS with very large data sets pp. 69-85

Nouna Kettaneh, Anders Berglund and Svante Wold

A non-linear nested partial least-squares algorithm pp. 87-101

Baibing Li, Per A. Hassel, A. Julian Morris and Elaine B. Martin

Regression of a data matrix on descriptors of both its rows and of its columns via latent variables: L-PLSR pp. 103-123

Harald Martens, Endre Anderssen, Arnar Flatberg, Lars Halvor Gidskehaug, Martin Hoy, Frank Westad, Anette Thybo and Magni Martens

DPLS and PPLS: two PLS algorithms for large data sets pp. 125-138

Ruy L. Milidiu and Raul P. Renteria

Discrimination on latent components with respect to patterns. Application to multicollinear data pp. 139-147

Hicham Nocairi, El Mostafa Qannari, Evelyne Vigneau and Dominique Bertrand

PLS regression on a stochastic process pp. 149-158

C. Preda and G. Saporta

PLS path modeling pp. 159-205

Michel Tenenhaus, Vincenzo Esposito Vinzi, Yves-Marie Chatelin and Carlo Lauro

Interpretation of partial least-squares regression models with VARIMAX rotation pp. 207-219

Huiwen Wang, Qiang Liu and Yongping Tu