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Computational Statistics & Data Analysis, Volume 48
Volume 48, Number 1, January 2005
- Vincenzo Esposito Vinzi, Natale Carlo Lauro:

Editorial. 1-4 - Bovas Abraham, Giovanni Merola:

Dimensionality reduction approach to multivariate prediction. 5-16 - Philippe Bastien

, Vincenzo Esposito Vinzi, Michel Tenenhaus:
PLS generalised linear regression. 17-46 - Garmt Dijksterhuis, Harald Martens

, Magni Martens:
Combined Procrustes analysis and PLSR for internal and external mapping of data from multiple sources. 47-62 - Mohamed Hanafi, Mostafa El Qannari:

An alternative algorithm to the PLS B problem. 63-67 - Nouna Kettaneh, Anders Berglund, Svante Wold:

PCA and PLS with very large data sets. 69-85 - Baibing Li, Per A. Hassel, A. Julian Morris, Elaine B. Martin:

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

, Endre Anderssen, Arnar Flatberg, Lars Halvor Gidskehaug, Martin Høy, Frank Westad
, Anette Thybo, Magni Martens:
Regression of a data matrix on descriptors of both its rows and of its columns via latent variables: L-PLSR. 103-123 - Ruy Luiz Milidiú, Raúl P. Rentería:

DPLS and PPLS: two PLS algorithms for large data sets. 125-138 - Hicham Noçairi, Mostafa El Qannari, Evelyne Vigneau, Dominique Bertrand:

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

, Gilbert Saporta
:
PLS regression on a stochastic process. 149-158 - Michel Tenenhaus, Vincenzo Esposito Vinzi, Yves-Marie Chatelin, Natale Carlo Lauro:

PLS path modeling. 159-205 - Huiwen Wang, Qiang Liu, Yongping Tu:

Interpretation of partial least-squares regression models with VARIMAX rotation. 207-219 
Volume 48, Number 2, February 2005
- Edward L. Boone, Keying Ye

, Eric P. Smith:
Assessment of two approximation methods for computing posterior model probabilities. 221-234 - Heather L. Turner

, Trevor C. Bailey, Wojtek J. Krzanowski:
Improved biclustering of microarray data demonstrated through systematic performance tests. 235-254 - Rosangela Helena Loschi, Frederico R. B. Cruz

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

A Bayesian approach to paired comparison rankings based on a graphical model. 269-290 - Kane Nashimoto, F. T. Wright:

Multiple comparison procedures for detecting differences in simply ordered means. 291-306 - Kang-Mo Jung:

Multivariate least-trimmed squares regression estimator. 307-316 - Fred Godtliebsen, Tor Arne Øigård:

A visual display device for significant features in complicated signals. 317-343 - Brajendra C. Sutradhar, Rahul Mukerjee:

On likelihood inference in binary mixed model with an application to COPD data. 345-361 - Richard A. Levine, Zhaoxia Yu, William G. Hanley, John J. Nitao:

Implementing componentwise Hastings algorithms. 363-389 - Andy C. C. Kwan, Ah-Boon Sim, Yangru Wu:

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

, Cira Perna
:
Variable selection in neural network regression models with dependent data: a subsampling approach. 415-429 - Vladimir Boginski, Sergiy Butenko, Panos M. Pardalos:

Statistical analysis of financial networks. 431-443 
Volume 48, Number 3, March 2005
- Leo Knüsel:

On the accuracy of statistical distributions in Microsoft Excel 2003. 445-449 - Xiuqing Zhou, Jinde Wang:

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

, Marc Aerts, Geert Molenberghs
, Herbert Thijs, Geert Verbeke
:
Kernel weighted influence measures. 467-487 - Paul Chiou, Weiwen Miao:

Shrinkage estimation for the difference between exponential guarantee time parameters. 489-507 - Umesh Singh, Pramod K. Gupta

, Satyanshu K. Upadhyay:
Estimation of parameters for exponentiated-Weibull family under type-II censoring scheme. 509-523 - Sandra De Iaco

, Monica Palma
, D. Posa:
Modeling and prediction of multivariate space-time random fields. 525-547 - Nansong Zhang, Bo-Cheng Wei, Jin-Guan Lin:

Generalized nonlinear models and variance function estimation. 549-570 - Jane Warwick

:
A data-based method for selecting tuning parameters in minimum distance estimators. 571-585 - George Michailidis, Jan de Leeuw

:
Homogeneity analysis using absolute deviations. 587-603 - Yong Cai, K. Krishnamoorthy:

A simple improved inferential method for some discrete distributions. 605-621 - Hyeong Chul Jeong, Myoungshic Jhun, Daehak Kim:

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

, Marco Zaffalon
:
Distribution of mutual information from complete and incomplete data. 633-657 - Irini Moustaki

, Ioulia Papageorgiou:
Latent class models for mixed variables with applications in Archaeometry. 659-675 
Volume 48, Number 4, April 2005
- Xiao-Wen Chang, Leming Qu:

Erratum to "Wavelet estimation of partially linear models" [Computational Statistics and Data Analysis 47/1 (2004) 31-48]. 677 - Al Ozonoff, Marco Bonetti

, Laura Forsberg, Marcello Pagano:
Power comparisons for an improved disease clustering test. 679-684 - Wolfgang Jank:

Quasi-Monte Carlo sampling to improve the efficiency of Monte Carlo EM. 685-701 - Gert Willems, Stefan Van Aelst

:
Fast and robust bootstrap for LTS. 703-715 - Lei M. Li:

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

:
Bayesian predictive model comparison via parallel sampling. 735-753 - John S. Preisser, Daniel I. Garcia:

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

Robustness properties of A. 765-778 - Mingren Shi, Mark A. Lukas:

Sensitivity analysis of constrained linear L. 779-802 - Luisa Canal:

A normal approximation for the chi-square distribution. 803-808 - Hee-Seok Oh, Thomas C. M. Lee:

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

, Luisa Scaccia
:
The use of mixtures for dealing with non-normal regression errors. 821-834 - Kirsten Wüst, Meinhard Kieser:

Including long- and short-term data in blinded sample size recalculation for binary endpoints. 835-855 - Pieter C. N. Groenewald, Lucky Mokgatlhe:

Bayesian computation for logistic regression. 857-868 - Jae Won Lee, Jung Bok Lee, Mira Park, Seuck Heun Song:

An extensive comparison of recent classification tools applied to microarray data. 869-885 - Arto Voutilainen, Jari P. Kaipio

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

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