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ORCIDComputational Statistics & Data Analysis, Volume 48
Volume 48, Number 1, January 2005
- Vincenzo Esposito Vinzi, 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, 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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