Sur l'usage de la validation croisée en analyse en composantes principales
Revue de Statistique Appliquée, Tome 41 (1993) no. 1, pp. 71-76. 
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     title = {Sur l'usage de la validation crois\'ee en analyse en composantes principales},
     journal = {Revue de Statistique Appliqu\'ee},
     pages = {71--76},
     publisher = {Soci\'et\'e de Statistique de France},
     volume = {41},
     number = {1},
     year = {1993},
     mrnumber = {1253513},
     zbl = {0972.62511},
     language = {fr},
     url = {http://www.numdam.org/item/RSA_1993__41_1_71_0/}
}
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Besse, P.; Ferre, L. Sur l'usage de la validation croisée en analyse en composantes principales. Revue de Statistique Appliquée, Tome 41 (1993) no. 1, pp. 71-76. http://www.numdam.org/item/RSA_1993__41_1_71_0/

Allen D.M. (1971). The prediction sum of squares as a criterion for selecting variables. Tech. Report n° 23, Dpt of Statistics, Univ. of Kentucky.

Besse Ph. (1992). PCA Stability and Choice of Dimensionality. Statistics & Probability Letters, 13, 405-410. | MR | Zbl

Caussinus H. (1986). Models and uses of principal components analysis. Multidimensional Data Analysis, J. de Leeuw et al. (eds.), DSWO Press, Leiden, 149- 170.

Craven P., Wahba G. (1979). Smoothing noisy data with spline functions. Numerische Mathematik, 31, 377-403. | MR | Zbl

Critchley F. (1985). Influence in principal components analysis, Biometrika, 72, 627-636. | MR | Zbl

Daudin J.J., Duby C., Trécourt P. (1989). P.C.A. stability studied by the bootstrap and the infinitesimal jackknife method. Statistics, 20, 255- 270. | MR | Zbl

Eastment M.T., Krzanowski W.J. (1982). Cross-validatory choice of the number of components from a principal components analysis. Technometrics, 24, 73-77. | MR

Györfi L., Härdle W., Sarda P., Vieu P. (1989). Non parametric curve estimation from time series. Lecture Note in Statistics, 60, Springer Verlag, Heidelberg. | MR | Zbl

Jolliffe I.T. (1986). Principal component analysis, Springer Verlag, New-York. | MR

Kato T.. (1966). Perturbation theory for linear operators. Springer Verlag, New-York. | MR | Zbl

Krzanowski W.J. (1983). Cross-validation choice in principal component analysis : some sampling results. Journal of Statistical Computational Simulation, 18.

Krzanowski W.J. (1987). Cross-validation in principal component analysis. Biometrics, 43, 575-584. | MR

Wold S. (1978). Cross-validatory estimation of the number of components in factor and principal components models. Technometrics, 20, 397 -405. | Zbl