Projections révélatrices contrôlées recherche d'individus atypiques

H. Caussinus; S. Hakam; A. Ruiz-Gazen

Revue de Statistique Appliquée (2002)

  • Volume: 50, Issue: 4, page 81-94
  • ISSN: 0035-175X

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Caussinus, H., Hakam, S., and Ruiz-Gazen, A.. "Projections révélatrices contrôlées recherche d'individus atypiques." Revue de Statistique Appliquée 50.4 (2002): 81-94. <http://eudml.org/doc/106526>.

@article{Caussinus2002,
author = {Caussinus, H., Hakam, S., Ruiz-Gazen, A.},
journal = {Revue de Statistique Appliquée},
language = {fre},
number = {4},
pages = {81-94},
publisher = {Société française de statistique},
title = {Projections révélatrices contrôlées recherche d'individus atypiques},
url = {http://eudml.org/doc/106526},
volume = {50},
year = {2002},
}

TY - JOUR
AU - Caussinus, H.
AU - Hakam, S.
AU - Ruiz-Gazen, A.
TI - Projections révélatrices contrôlées recherche d'individus atypiques
JO - Revue de Statistique Appliquée
PY - 2002
PB - Société française de statistique
VL - 50
IS - 4
SP - 81
EP - 94
LA - fre
UR - http://eudml.org/doc/106526
ER -

References

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  1. Asimov D. (1985), "The Grand Tour : a tool for viewing multidimensional data", SIAM J. Sci. Stat. Comput., vol.6, 1, 128- 143. Zbl0552.62052MR773286
  2. Atkinson A.C. (1994), "Fast very robust methods for the detection of multiple outliers", J. Amer. Statist. Assoc., 89, 1329- 1339. Zbl0825.62429
  3. Atkinson, A.C., Mulira, H.-M. (1993), "The Stalactite Plot for the Detection of Multivariate Outliers", Statistics and Computing, 3, 27-35. 
  4. Bartkowiak A., Szustalewicz A. (2000), "Outliers - finding and classifying which genuine and which spurious", Comput. Statist., 15, 1, 3-12. Zbl0954.65008
  5. Barnett V., Lewis T. (1994), "Outliers in Statistical Data", 3rd edition, Wiley, New York. Zbl0801.62001MR1272911
  6. Besse Ph., Caussinus H., Ferré L., Fine J. (1986), "Some guidelines for principal component analysis ", COMPSTAT 86, Physica-Verlag, Heidelberg, 23- 30. Zbl0615.62073
  7. 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. 
  8. 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, BaselBostonBerlin, 35-46. Zbl0819.62052MR1280272
  9. 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. 
  10. Daudin J.J., Duby C., Trécourt P. (1988), "Stability of Principal Component Analysis by bootstrap method", Statistics, 19, 241-258. Zbl0643.62043MR945382
  11. Droesbecke J.-J., Fichet B. et Tassi Ph. (1992), Modèles pour l'analyse des données multidimensionnelles, Economica, Paris. 
  12. Friedman J.H., Tukey J.W. (1974), "A Projection Pursuit Algorithm for Exploratory Data Analysis", IEEE Trans. Comput., C-23, 881-889. Zbl0284.68079
  13. Hakam S. (2002), Tests de signification pour quelques méthodes de projections révélatrices et applications, Thèse, Université Mohammed V-Agdal, Rabat. 
  14. Huber P.J. (1985), "Projection Pursuit" (with discussion), Ann. Statist., 13, 435-525. Zbl0595.62059MR790553
  15. Ruiz-Gazen A. (1996), "A very simple robust estimator for a dispersion matrix", Comput. Statist. and Data Anal., 21, 149- 162. Zbl0900.62274MR1394534
  16. Rousseeuw, P.J., Van Zomeren, B.C. (1990), "Unmasking Multivariate Outliers and Leverage Points", Journal of the American Statistical Association, 85, 633- 639. 
  17. Sibson R. (1984), "Present position and potential developments : some personal views - multivariate analysis", J. R. Statist. Soc., A, 198-207. Zbl0548.62033
  18. Yenyukov I.S. (1988), "Detecting structures by means of Projection Pursuit ", COMPSTAT 88, Physica-Verlag, Heidelberg, 47-58. MR982298

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