Approche continuum de la discrimination de type Ridge
Revue de Statistique Appliquée, Tome 53 (2005) no. 2, pp. 29-41. 
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     title = {Approche continuum de la discrimination de type {Ridge}},
     journal = {Revue de Statistique Appliqu\'ee},
     pages = {29--41},
     publisher = {Soci\'et\'e fran\c{c}aise de statistique},
     volume = {53},
     number = {2},
     year = {2005},
     language = {fr},
     url = {http://archive.numdam.org/item/RSA_2005__53_2_29_0/}
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Nocairi, H.; Hanafi, M.; Qannari, E. M. Approche continuum de la discrimination de type Ridge. Revue de Statistique Appliquée, Tome 53 (2005) no. 2, pp. 29-41. http://archive.numdam.org/item/RSA_2005__53_2_29_0/

Barker M. et Rayens W. ( 2003), PLS for discrimination. Journal of Chemometrics, vol. 17, 3, 153-197.

Cazes P. ( 1975), Protection de la régression par utilisation de contraintes linéaires et non linéaires. Revue de Statistique Appliquée, vol. XXIII, 3, 37-57. | Numdam | MR

Cazes P. ( 1981), L'analyse de certains tableaux rectangulaires décomposés en blocs : généralisation des propriétés rencontrées dans l'étude des correspondances multiples. III. Codage simultané de variables qualitatives et quantitatives [ANA BLOCS III]. Cahiers de l'analyse des données, vol. 6, 1, 9-18.

De Jong S., Wise B. M. et Ricker N. L. ( 2001), Canonical partial least squares and continuum power regression. Journal of Chemometrics, vol. 15, 85-100.

Forina M. et Tiscornia E. ( 1982), Pattern recognition methods in the prediction of italian olive oil origin by their fatty acid content. Annali di Chimica, 72,143-155.

Forina M., Armanino C., Lanteri S. et Tiscornia E. ( 1983), Classification of olive oils from their acid composition in food research and data analysis, Martens H. and Russwurn H. Jr., eds, Applied Science Publishers Ltd, Barking, England, 189-214.

Friedman J. H. ( 1989), Regularized discriminant analysis. JASA, vol. 84, 405, 165-175. | MR

Gibbons D. I. et Mcdonald G. C. ( 1984), A rational interpretation of the Ridge trace. Technometrics, vol. 26, 4, 339-346. | MR | Zbl

Hoerl A. E. et Kennard R. W. ( 1970), Ridge Regression : biased estimation for nonorthogonal Problems. Technometrics, vol. 12, 1, 55-67. | Zbl

Kemsley E. K. ( 1996), Discriminant analysis of high-dimensional data : a comparison of principal components analysis and partial least squares data reduction methods. Chemometrics and Intelligent Laboratory systems, 33, 47-61.

Nocairi H., Qannari E. M., Vigneau E. et Bertrand D. ( 2005), Discrimination on latent variables with respect to patterns with multi-collinear data. Computational Statistics and Data Analysis, 48, 139-147. | MR

Sjöström M., Wold S. et Söderström B. ( 1986), PLS discriminant plots. In : E. S. Gelsema and L. N. Kanal Eds., Pattern recognition in practice II, Elsevier, Amsterdam, p. 486.

Smidt R. K. et Mcdonald L. L. ( 1976), Ridge discriminant analysis, University of Wyoming department of Statistics. Technical Report No, 108, Laramie, Wyoming.

Stahle L. et Wold S. ( 1987), Partial least squares analysis with cross-validation for the two-class problem : a Monte Carlo study. Journal of Chemometrics, 1, 185-196.

Stone M. et Brooks R. J. ( 1990), Continuum regression : Cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal components regression. J. R. Statist Soc., B 52, 2, 237-269. | MR | Zbl

Tenenhaus M. ( 1998), La régressionPLS : théorie et pratique. Editions Technip, Paris. | MR | Zbl

Wold S. ( 1995), PLS for multivariate linear modelling. In : H. van de Waterbeemd Ed., QSAR : chemometric methods in molecular design, methods and principles in medicinal chemistry, vol. 2, Verlag Chemie, Weinheim, Germany