Projections révélatrices contrôlées recherche d'individus atypiques
Revue de Statistique Appliquée, Volume 50 (2002) no. 4, p. 81-94
@article{RSA_2002__50_4_81_0,
     author = {Caussinus, Henri and Hakam, S. and Ruiz-Gazen, A.},
     title = {Projections r\'ev\'elatrices contr\^ol\'ees recherche d'individus atypiques},
     journal = {Revue de Statistique Appliqu\'ee},
     publisher = {Soci\'et\'e fran\c caise de statistique},
     volume = {50},
     number = {4},
     year = {2002},
     pages = {81-94},
     language = {fr},
     url = {http://www.numdam.org/item/RSA_2002__50_4_81_0}
}
Caussinus, H.; Hakam, S.; Ruiz-Gazen, A. Projections révélatrices contrôlées recherche d'individus atypiques. Revue de Statistique Appliquée, Volume 50 (2002) no. 4, pp. 81-94. http://www.numdam.org/item/RSA_2002__50_4_81_0/

Asimov D. (1985), "The Grand Tour : a tool for viewing multidimensional data", SIAM J. Sci. Stat. Comput., vol.6, 1, 128- 143. | MR 773286 | Zbl 0552.62052

Atkinson A.C. (1994), "Fast very robust methods for the detection of multiple outliers", J. Amer. Statist. Assoc., 89, 1329- 1339. | Zbl 0825.62429

Atkinson, A.C., Mulira, H.-M. (1993), "The Stalactite Plot for the Detection of Multivariate Outliers", Statistics and Computing, 3, 27-35.

Bartkowiak A., Szustalewicz A. (2000), "Outliers - finding and classifying which genuine and which spurious", Comput. Statist., 15, 1, 3-12. | Zbl 0954.65008

Barnett V., Lewis T. (1994), "Outliers in Statistical Data", 3rd edition, Wiley, New York. | MR 1272911 | Zbl 0801.62001

Besse Ph., Caussinus H., Ferré L., Fine J. (1986), "Some guidelines for principal component analysis ", COMPSTAT 86, Physica-Verlag, Heidelberg, 23- 30.

Besse Ph., Le Gall C., Raimbault N., Sarpy S. (2001), "Data Mining et Statistique" (avec discussion), Journal de la Société Française de Statistique, 142, 1, 5-95.

Caussinus H., Ruiz-Gazen A. (1993), "Projection Pursuit and Generalized Principal Component Analyses", In New Directions in Statitical Data Analysis and Robustness, Eds. Morgenthaler S. et al., Birkhäuse Verlag, Basel Boston Berlin, 35-46. | MR 1280272 | Zbl 0819.62052

Caussinus H., Ruiz-Gazen A. (1995), "Metrics for finding typical structures by means of principal component analysis", In Data Science and its Applications, Eds. Escoufier Y. et al., Academic Press, 177- 192.

Daudin J.J., Duby C., Trécourt P. (1988), "Stability of Principal Component Analysis by bootstrap method", Statistics, 19, 241-258. | MR 945382 | Zbl 0643.62043

Droesbecke J.-J., Fichet B. et Tassi Ph. (1992), Modèles pour l'analyse des données multidimensionnelles, Economica, Paris.

Friedman J.H., Tukey J.W. (1974), "A Projection Pursuit Algorithm for Exploratory Data Analysis", IEEE Trans. Comput., C-23, 881-889. | Zbl 0284.68079

Hakam S. (2002), Tests de signification pour quelques méthodes de projections révélatrices et applications, Thèse, Université Mohammed V-Agdal, Rabat.

Huber P.J. (1985), "Projection Pursuit" (with discussion), Ann. Statist., 13, 435-525. | MR 790553 | Zbl 0595.62059

Ruiz-Gazen A. (1996), "A very simple robust estimator for a dispersion matrix", Comput. Statist. and Data Anal., 21, 149- 162. | MR 1394534 | Zbl 0900.62274

Rousseeuw, P.J., Van Zomeren, B.C. (1990), "Unmasking Multivariate Outliers and Leverage Points", Journal of the American Statistical Association, 85, 633- 639.

Sibson R. (1984), "Present position and potential developments : some personal views - multivariate analysis", J. R. Statist. Soc., A, 198-207. | Zbl 0548.62033

Yenyukov I.S. (1988), "Detecting structures by means of Projection Pursuit ", COMPSTAT 88, Physica-Verlag, Heidelberg, 47-58. | MR 982298