A. Baccini and P. Besse, Data mining I, Exploration Statistique, 2005.

C. Bouveyron, Modélisation et classification des données de grande dimension - ApplicationàApplicationà l'analyse d'images, pp.45-47, 2006.

J. Fine, Probì emes d'indétermination en analyse en facteurs et analyse en composantes principales optimale, pp.45-72, 1993.

J. Garnett, GENERAL ABILITY, CLEVERNESS AND PURPOSE, British Journal of Psychology, 1904-1920, vol.9, issue.3-4, pp.345-366, 1919.
DOI : 10.1111/j.2044-8295.1919.tb00232.x

H. H. Harman, Modern Factor Analysis, 1960.

H. B. Heywood, On Finite Sequences of Real Numbers, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.134, issue.824, pp.486-501, 1931.
DOI : 10.1098/rspa.1931.0209

H. Hotelling, Analysis of a complex of statistical variables into principal components., Journal of Educational Psychology, vol.24, issue.6, pp.417-441, 1933.
DOI : 10.1037/h0071325

J. D. Jobson, Applied Multivariate Data Analysis, Volume II : Categorical and Multivariate Methods, 1992.

D. N. Lawley and A. E. Maxwell, Factor Analysis as a Statistical Method, The Statistician, vol.12, issue.3, 1963.
DOI : 10.2307/2986915

C. Spearman, "General Intelligence," Objectively Determined and Measured, The American Journal of Psychology, vol.15, issue.2, pp.201-293, 1904.
DOI : 10.2307/1412107

M. E. Tipping and C. M. Bishop, Probabilistic Principal Component Analysis, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.61, issue.3, pp.611-622, 1999.
DOI : 10.1111/1467-9868.00196