Détection d'ensembles de données aberrantes en analyse des données multivariées
Revue de Statistique Appliquée, Tome 38 (1990) no. 1, pp. 5-21.
@article{RSA_1990__38_1_5_0,
     author = {Cleroux, R. and Helbling, J.-M. and Ranger, N.},
     title = {D\'etection d'ensembles de donn\'ees aberrantes en analyse des donn\'ees multivari\'ees},
     journal = {Revue de Statistique Appliqu\'ee},
     pages = {5--21},
     publisher = {Soci\'et\'e de Statistique de France},
     volume = {38},
     number = {1},
     year = {1990},
     language = {fr},
     url = {http://archive.numdam.org/item/RSA_1990__38_1_5_0/}
}
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Cleroux, R.; Helbling, J.-M.; Ranger, N. Détection d'ensembles de données aberrantes en analyse des données multivariées. Revue de Statistique Appliquée, Tome 38 (1990) no. 1, pp. 5-21. http://archive.numdam.org/item/RSA_1990__38_1_5_0/

Andrews, D.F. (1972) - Plots of High-dimensional Data, Biometrics, 28, 125-136.

Andrews, D.F. et Pregibon, D. (1978) - Finding the Outliers that Matter, Journal of Royal Statistical Society, Series B, 40, N° 1, 85-93. | Zbl

Bacon-Shone, J. et Fung, W.K. (1987) - A New Graphical Method for Detecting Single and Multiple Outliers in Univariate and Multivariate Data, Appl. Statist., 36, 153-162. | MR

Barnett, V. (1979) - Some Outlier Tests for Multivariate Samples, South African Statistical Journal, 13, 29-52. | Zbl

Barnett, V. (1983) - Reduced Distance Measures and Transformations in Processing Multivariate Outliers, Australian Journal of Statistics, 25 (1), 64-75.

Beckman, R.J. et Cook, R.D. (1983) - Outlier..s, Technometrics, 25, 119- 163. | MR | Zbl

Bradu, D. et Hawkins, D.M. (1982) - Location of Multiple Outliers in Two-way Tables Using Tetrads, Technometrics, 24, 103-108.

Campbell, N.A. (1978) - The Influence Function as an Aid in Outlier Detection in Discriminant Analysis, Applied Statistics, 27, 251- 258 | Zbl

Chatterjee, S. et Hadi, A.S. (1986) - Influential Observations, High Leverage Points, and Outliers in Linear Regression, Statistical Science, 1, 379- 416. | MR | Zbl

Chernoff, H. (1973) - Using Faces to Represent Points in k-Dimensional Space Graphically, Journal of the American Statistical Association, 68, 361 -368.

Chernoff, H. et Rizvi, M.H. (1975) - Effect on Classification Error of Random Permutations of Features in Representing Multivariate Data by Faces, Journal of the American Statistical Association, 70, 548-554. | Zbl

Cleroux, R., Helbling, J.M. et Ranger, N. (1986) - Some Methods of Detecting Multivariate Outliers, Computational Statistics Quartely, 3, 177-195. | MR | Zbl

Cleroux, R., Helbling, J.M. et Ranger, N. (1989), Influential Subsets Diagnostics Based on Multiple Correlation, Computational Statistics Quartely, 2, 99- 117. | MR | Zbl

Cook, R.D. (1977), Detection of Influential Observations in Linear Regression, Technometrics, 19, 15-18. | MR | Zbl

Cook, R.D. (1979) - Influential Observations in Linear Regression, Journal of the American Statistical Association, 74, 169- 174. | MR | Zbl

Cook, R.D. et Weisberg, S. (1980) - Characterizations of an Empirical Influence Function for Detecting Influential Cases in Regression, Technometrics, 22, 495 -508. | MR | Zbl

Das, R. et Sinha, B.K. (1986) - Detection of Multivariate Outliers with Dispersion Slippage in Elliptically Symetric Distributions, Annals of Statist., 14, 1619-1624. | MR | Zbl

Devlin, S.J., Gnanadesikan, R. et Kettenring, J.R. (1975) - Robust Estimation and Outlier Detection with Correlation Coefficients, Biometrika, 62, 531-545. | Zbl

Draper, N.R., Guttman, I. et John, J.A. (1984) - Premium and Protection of a Response Estimation Procedure for Two-Way Tables when Outliers Occur, Computational Statistics and Data Analysis, 2,229-236. | Zbl

Escoufier, Y. (1973) - Le Traitement des variables vectorielles, Biometrics, 29, 751-760. | MR

Garel, B. (1978) - Tests de détection de valeurs aberrantes multidimensionnelles, Annales de l'institut Henri Poincarré, 14, N° 3, 303 -314. | Numdam | MR | Zbl

Gentleman, J.F. (1980), Some Methods of Searching for Outliers, Multivariate Statistical Analysis, R.P. Gupta (ed.), New York, North Holland. | Zbl

Gnanadesikan, R. (1977), Methods for Statistical Data Analysis of Multivariate Observations, New York, John Wiley and Sons. | MR | Zbl

Gnanadesikan, R. et Kettenring, J.R. (1972) - Robust Estimates, Residuals, and Outlier Detection with Multiresponse Data, Biometrics, 28, 81 -124.

Grubbs, F.E. (1969), Procedures for Detecting Outlying Observations in Samples, Technometrics, 11, 1-21.

Guttman, I. (1973) - Care and Handling of Univariate or Multivariate Outliers in Detecting Spuriosity - A Bayesian Approach, Technometrics, 15, 723-738 | MR | Zbl

Hampel, F.R. (1974) - The influence Curve and its Role in Robust Estimation, Journal of the American Statistical Association, 69, 383- 393. | MR | Zbl

Hampel, F.R. (1985) - The Breakdown Points of the Mean Combined with some Rejection Rules, Technometrics, 27, 95-107. | MR | Zbl

Hawkins, D.M. (1974) - The Detection of Errors in Multivariate Data Using Principal Components, Journal of the American Statistical Association, 69, 340-344. | Zbl

Hawkins, D.M. (1980) - Identification of Outliers, London, Chapman and Hall. | MR | Zbl

Hawkins, D.M., Bradu, D. et Kass, G.V. (1984), Location of Several Outliers in Multiple-Regression Data Using Elemental Sets, Technometrics, 26, 197- 208. | MR

Huber, P.J. (1977), Robust Covariances, in Statistical Decision Theory and Related Topics, Vol. 2, ed. by S.S. Grupha and D.S. Moore, Academic Press, 165-191. | MR | Zbl

Jain, R.B. (1981) - Detecting Outliers : Power and Some Other Considerations, Communications in Statistics, 10, 2299-2314.

Johnson, R.A. et Wichern, D.W. (1982) - Applied Multivariate Statistical Analysis, Englewood Cliffs N.J., Prentice Hall. | MR | Zbl

Kale, B.K. (1976) - Detection of Outliers, Sankhya, Series B, 38, 356-363. | Zbl

Kale, B.K. (1979) - Outliers - A review, Journal of the Indian Statistical Association, 17, 51-67. | MR

Kotze, T.J.V. et Hawkins, D.M. (1984) - The Identification of Outliers in Two-Way Contingency Tables Using 2x2 Subtables, Applied Statistics, 33, 215- 223.

Marazzi, A. (1985) - Robust Affine Invariant Covariances, Doc N°6, Division de Statistique et Informatique, Institut Universitaire de Médecine Sociale et Préventive, Lausanne.

Mcculloch C.E. et Meeter, D. (1983), Discussion of "Outlier..s" by Beckman, R.J. and Cook, R.D., Technometrics, 25, 152-155. | MR | Zbl

Prescott, P. (1980) - A Review of Some Robust Data Analysis and Multiple Outlier Detection Procedures, Bulletin in Applied Statistics, 7, 141-158.

Robert, P. et Escoufier, Y. (1976) - A Unifying Tool for Linear Multivariate Statistical Methods : The RV-Coefficient, Applied Statistics, 25, 257- 265. | MR

Rohlf, F.J. (1975) - Generalization of the Gap Test for the Detection of Multivariate Outliers, Biometrics, 31, 93-101. | Zbl

Rosner, B. (1983) - Percentage Points of a Generalized ESD Many Outlier Detection, Technometrics, 25, 165-172. | Zbl

Rousseeuw, P.J. et Leroy, A.M. (1987) - Robust Regression and Outlier Detection, John Wiley and Sons. | MR | Zbl

Rousseeuw, P.J. et V, B.C. (1987) - Identification of Multivariate Outliers and Leverage Points by Means of Robust Covariance Matrices, Report 87-15 of the Faculty of Mathematics and Informatics, Delft University of Technology.

Schall, R. et Dunne, T.T. (1987) - On Outliers and Influence in the General Multivariate Normal Linear Model, Proc. Second International Tampere Conference in Statistics

Schwager, S.J. et Margolin, B.H. (1982) - Detection of Multivariate Normal Outliers, The Annals of Statistics, 10, 943-954. | MR | Zbl

Sinha, B.K. (1984), Detection of Multivariate Outliers in Elliptically Symmetric Distributions, The Annals of Statistics, 12, 1558- 1565. | MR | Zbl

Siotani, M. (1959) - The Extreme Value of the Generalized Distances of the Individual Points in the Multivariate Sample, Annals of the Institute of Statistical Mathematics, 10, 183-203. | MR | Zbl

Teillard, P. et Volle, M. (1976) - Détection de points aberrants en analyse factorielle des correspondances, Annales de l'INSEE, 22-23, 237-253.

Wilks, S.S. (1963) - Multivariate Statistical Outliers, Sankhya, 25, 407-426. | MR | Zbl

Woltz, W.G., Reid, W.A. et Colwell, W.E. (1948) - Sugar and Nicotine in Cured Bright Tabacco as Related to Mineral Element Composition, Proc. Soil Sci. Am., 13, 385 -387.