메뉴 건너뛰기




Volumn 9, Issue 1, 2005, Pages 19-34

Treatment of outliers: Present state of concepts and general tendencies;Traitement des valeurs aberrantes : Concepts actuels et tendances générales

Author keywords

Accommodation; Detection; Discordancy test; Outliers

Indexed keywords


EID: 77951634720     PISSN: 13706233     EISSN: 17804507     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (53)
  • 2
    • 84946632720 scopus 로고
    • The examination and analysis of residuals
    • Anscombe FJ., Tukey JW. (1963). The examination and analysis of residuals. Technometrics 5, p. 141-160.
    • (1963) Technometrics , vol.5 , pp. 141-160
    • Anscombe, F.J.1    Tukey, J.W.2
  • 4
    • 0020752112 scopus 로고
    • Outlier……s’(with Discussion)
    • Beckman RJ., Cook RD. (1983). Outlier……s’(with Discussion). Technometrics 25, p. 119-163.
    • (1983) Technometrics , vol.25 , pp. 119-163
    • Beckman, R.J.1    Cook, R.D.2
  • 5
    • 84907217607 scopus 로고    scopus 로고
    • Local polynomial maximum likelihood estimation for Pareto-type distributions
    • Leuven, Belgium: K.U. Leuven, Department of Applied Economics
    • Beirlant J., Goegebeur Y. (2000). Local polynomial maximum likelihood estimation for Pareto-type distributions. Leuven, Belgium: K.U. Leuven, Department of Applied Economics.
    • (2000)
    • Beirlant, J.1    Goegebeur, Y.2
  • 8
    • 0000056988 scopus 로고
    • The influence function as an aid in outlier detection in discriminant analysis
    • Campbell NA. (1978). The influence function as an aid in outlier detection in discriminant analysis. Appl. Stat. 27, p. 251-258.
    • (1978) Appl. Stat , vol.27 , pp. 251-258
    • Campbell, N.1
  • 9
    • 0001011286 scopus 로고
    • Robust procedures in multivariate analysis. I. Robust covariance estimation
    • Campbell NA. (1980). Robust procedures in multivariate analysis. I. Robust covariance estimation. Appl. Stat. 29, p. 231-237.
    • (1980) Appl. Stat , vol.29 , pp. 231-237
    • Campbell, N.1
  • 10
    • 0001987026 scopus 로고
    • Robust procedures in multivariate analysis. II. Robust canonical variate analysis. Appl
    • Campbell NA. (1982). Robust procedures in multivariate analysis. II. Robust canonical variate analysis. Appl. Stat. 31, p. 1-8.
    • (1982) Stat , vol.31 , pp. 1-8
    • Campbell, N.1
  • 12
    • 0033419417 scopus 로고    scopus 로고
    • The ordering of spatial data and the detection of multiple outliers
    • Cerioli A., Riani M. (1999). The ordering of spatial data and the detection of multiple outliers. J. Comput. Graphical Stat. 8 (2), p. 239-258.
    • (1999) J. Comput. Graphical Stat , vol.8 , Issue.2 , pp. 239-258
    • Cerioli, A.1    Riani, M.2
  • 13
    • 0011081356 scopus 로고
    • Comparison of many outlier procedures for exponential samples
    • Chikkagoudar MS., Kunchur SH. (1987). Comparison of many outlier procedures for exponential samples. Comm. Stat. Theor. Meth. 16, p. 627-645.
    • (1987) Comm. Stat. Theor. Meth , vol.16 , pp. 627-645
    • Chikkagoudar, M.S.1    Kunchur, S.H.2
  • 14
    • 4243118724 scopus 로고
    • Characterisations of an empirical influence function for detecting influential cases in regression
    • Cook RD., Weisberg S. (1980). Characterisations of an empirical influence function for detecting influential cases in regression. Technometrics 22, p. 495-508.
    • (1980) Technometrics , vol.22 , pp. 495-508
    • Cook, R.D.1    Weisberg, S.2
  • 16
    • 0003548569 scopus 로고
    • Statistics for spatial data (revised ed.)
    • New York: John Wiley and Sons
    • Cressie NA C. (1993). Statistics for spatial data (revised ed.). New York: John Wiley and Sons, 900 p.
    • (1993) , pp. 900
    • Cressie, N.C.1
  • 17
    • 84907220858 scopus 로고    scopus 로고
    • Données manquantes et aberrantes : Le quotidien du statisticien analyste de données
    • Crettaz de Roten F., Helbling JM. (1996). Données manquantes et aberrantes : le quotidien du statisticien analyste de données. Rev. Stat. Appl. 44 (2), p. 105-115.
    • (1996) Rev. Stat. Appl , vol.44 , Issue.2 , pp. 105-115
    • Crettaz De Roten, F.1    Helbling, J.M.2
  • 18
    • 33846285001 scopus 로고    scopus 로고
    • Inférence statistique à une et à deux dimensions
    • Dagnelie P. (1998). Inférence statistique à une et à deux dimensions. Bruxelles : De Boeck & Larcier, vol. 2, 659 p.
    • (1998) Bruxelles : De Boeck & Larcier , vol.2 , pp. 659
    • Dagnelie, P.1
  • 19
    • 84950884569 scopus 로고
    • Robust estimation of dispersion matrices and principal components
    • Devlin SJ., Gnanadesikan R., Kettenring JR. (1981). Robust estimation of dispersion matrices and principal components. J. Am. Stat. Assoc. 76 (374).
    • (1981) J. Am. Stat. Assoc , vol.76 , Issue.374
    • Devlin, S.J.1    Gnanadesikan, R.2    Kettenring, J.R.3
  • 20
    • 0001661419 scopus 로고
    • Analysis of extreme values
    • Dixon WJ. (1950). Analysis of extreme values. Ann. Math. Stat. 21, p. 488-506.
    • (1950) Ann. Math. Stat , vol.21 , pp. 488-506
    • Dixon, W.1
  • 21
    • 0003398980 scopus 로고    scopus 로고
    • 2nd ed.Cambridge, UK: University Press, Second Edition
    • Everitt BS. (2002). The Cambridge dictionary of statistics. 2nd ed.Cambridge, UK: University Press, Second Edition, 410 p.
    • (2002) The Cambridge dictionary of statistics , pp. 410
    • Everitt, B.1
  • 23
    • 0002954125 scopus 로고
    • Robust estimates, residuals and outlier detection with multiresponse data
    • Gnanadesikan R., Kettering JR. (1972). Robust estimates, residuals and outlier detection with multiresponse data. Biometrics 28, p. 81-124.
    • (1972) Biometrics , vol.28 , pp. 81-124
    • Gnanadesikan, R.1    Kettering, J.R.2
  • 24
    • 0002794255 scopus 로고
    • Sample criteria for testing outlying observations
    • Grubbs FE. (1950). Sample criteria for testing outlying observations. Ann. Math. Stat. 21, p. 27-58.
    • (1950) Ann. Math. Stat , vol.21 , pp. 27-58
    • Grubbs, F.1
  • 25
    • 84946031884 scopus 로고
    • Procedures for detecting outlying observations in samples
    • Grubbs FE. (1969). Procedures for detecting outlying observations in samples. Technometrics 11, p. 1-21.
    • (1969) Technometrics , vol.11 , pp. 1-21
    • Grubbs, F.1
  • 27
  • 28
    • 84948783167 scopus 로고
    • The hat matrix in regression and ANOVA
    • Hoaglin DC., Welsch RE. (1978). The hat matrix in regression and ANOVA. Am. Stat. 32 (1), p. 17-22.
    • (1978) Am. Stat , vol.32 , Issue.1 , pp. 17-22
    • Hoaglin, D.C.1    Welsch, R.E.2
  • 29
    • 0000171374 scopus 로고
    • Robust statistics: A review
    • Huber PJ. (1972). Robust statistics: a review. Ann. Math. Stat. 43, p. 1041-1067.
    • (1972) Ann. Math. Stat , vol.43 , pp. 1041-1067
    • Huber, P.1
  • 30
    • 0004262735 scopus 로고
    • Robust statistics
    • New York: John Wiley
    • Huber P.J. (1981). Robust statistics. New York: John Wiley.
    • (1981)
    • Huber, P.J.1
  • 32
    • 0000281948 scopus 로고
    • Rotation of ill-defined principal components
    • Jolliffe IT. (1989). Rotation of ill-defined principal components. Appl. Stat. 38, p. 139-147.
    • (1989) Appl. Stat , vol.38 , pp. 139-147
    • Jolliffe, I.1
  • 33
    • 84873818367 scopus 로고
    • Testing upper and lower outlier pairs in gamma samples
    • Kimber AC. (1988). Testing upper and lower outlier pairs in gamma samples. Comm. Stat. Simulation Comput. 17, p. 1055-1072.
    • (1988) Comm. Stat. Simulation Comput , vol.17 , pp. 1055-1072
    • Kimber, A.1
  • 34
    • 0035904959 scopus 로고    scopus 로고
    • Multivariate outlier detection and remediation in geochemical databases. Sci
    • Lalor GC., Zhang C. (2001). Multivariate outlier detection and remediation in geochemical databases. Sci. Total Environ. 281, p. 99-109.
    • (2001) Total Environ , vol.281 , pp. 99-109
    • Lalor, G.C.1    Zhang, C.2
  • 35
    • 34547452565 scopus 로고    scopus 로고
    • Gembloux, Belgique : Faculté universitaire des Sciences agronomiques de Gembloux, Unité de Géopédologie ; asbl Réquasud
    • Laroche J., Oger R. (1999). Base de données SOLS. Première synthèse. Gembloux, Belgique : Faculté universitaire des Sciences agronomiques de Gembloux, Unité de Géopédologie ; asbl Réquasud, 36 p.
    • (1999) Base de données SOLS. Première synthèse , pp. 36
    • Laroche, J.1    Oger, R.2
  • 36
    • 33947254542 scopus 로고
    • A recursive algorithm for null distributions for outliers: I. Gamma samples
    • Lewis T., Fieller NRJ. (1979). A recursive algorithm for null distributions for outliers: I. Gamma samples. Technometrics 21, p. 371-376.
    • (1979) Technometrics , vol.21 , pp. 371-376
    • Lewis, T.1    Fieller, R.J.2
  • 39
    • 84879246443 scopus 로고
    • Comment interpréter les résultats d’une série chronologique
    • Paris : Institut Technique des Céréales et des Fourrages
    • Palm R. (1992). Comment interpréter les résultats d’une série chronologique. Collection ST AT-ITCF. Paris : Institut Technique des Céréales et des Fourrages, 80 p.
    • (1992) Collection ST AT-ITCF , pp. 80
    • Palm, R.1
  • 40
    • 17444363605 scopus 로고    scopus 로고
    • Utilisation du bootstrap pour les problèmes statistiques liés à l’estimation des paramètres
    • Palm R. (2002). Utilisation du bootstrap pour les problèmes statistiques liés à l’estimation des paramètres. Biotechnol. Agron. Soc. Environ. 6 (3), p. 143-153.
    • (2002) Biotechnol. Agron. Soc. Environ , vol.6 , Issue.3 , pp. 143-153
    • Palm, R.1
  • 41
    • 0016699095 scopus 로고
    • Generalisation of the gap test for the detection of multivariate outliers
    • Rohlf FJ. (1975). Generalisation of the gap test for the detection of multivariate outliers. Biometrics 31, p. 93-101.
    • (1975) Biometrics , vol.31 , pp. 93-101
    • Rohlf, F.1
  • 42
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw PJ. (1984). Least median of squares regression. J. Am. Stat. Assoc. 79 (388), p. 871-880.
    • (1984) J. Am. Stat. Assoc , vol.79 , Issue.388 , pp. 871-880
    • Rousseeuw, P.1
  • 43
    • 0002365998 scopus 로고
    • The Remedian: A robust averaging method for large data sets
    • Rousseeuw PJ., Bassett GW. (1990). The Remedian: a robust averaging method for large data sets. J. Am. Stat. Assoc. 85, p. 97-104.
    • (1990) J. Am. Stat. Assoc , vol.85 , pp. 97-104
    • Rousseeuw, P.J.1    Bassett, G.W.2
  • 45
    • 84950439147 scopus 로고
    • Unmasking multivariate outliers and leverage points
    • Rousseeuw PJ., van Zomeren BC. (1990). Unmasking multivariate outliers and leverage points. J. Am. Stat. Assoc. 85 (411), p. 633-639.
    • (1990) J. Am. Stat. Assoc , vol.85 , Issue.411 , pp. 633-639
    • Rousseeuw, P.J.1    Van Zomeren, B.C.2
  • 46
    • 0000541109 scopus 로고
    • An extension of Shapiro and Wilk’s W test for normality to large samples
    • Royston JP. (1982). An extension of Shapiro and Wilk’s W test for normality to large samples. Appl. Stat. 31 (2), p. 115-124.
    • (1982) Appl. Stat , vol.31 , Issue.2 , pp. 115-124
    • Royston, J.1
  • 47
    • 0001169070 scopus 로고
    • Detection of multivariate normal outliers
    • Schwager SJ., Margolin B. (1982). Detection of multivariate normal outliers. Ann. Stat. 10, p. 943-954.
    • (1982) Ann. Stat , vol.10 , pp. 943-954
    • Schwager, S.J.1    Margolin, B.2
  • 48
    • 84947367867 scopus 로고
    • A comparative study of various tests for normality
    • Shapiro SS., Wilk MB., Chen MJ. (1968). A comparative study of various tests for normality. J. Am. Stat. Assoc. 63, p. 1343-1372.
    • (1968) J. Am. Stat. Assoc , vol.63 , pp. 1343-1372
    • Shapiro, S.S.1    Wilk, M.B.2    Chen, M.J.3
  • 49
    • 1842748823 scopus 로고    scopus 로고
    • Testing for normality. STATISTICS: Textbooks and monographs
    • New York: Marcel Dekker
    • Thode HC. (2002). Testing for normality. STATISTICS: textbooks and monographs. New York: Marcel Dekker, vol. 164, 479 p.
    • (2002) , vol.164 , pp. 479
    • Thode, H.1
  • 50
    • 0015376592 scopus 로고
    • Some Grubbs-type statistics for the detection of several outliers
    • Tietjen GL., Moore RH. (1972). Some Grubbs-type statistics for the detection of several outliers. Technometrics 14, p. 583-597.
    • (1972) Technometrics , vol.14 , pp. 583-597
    • Tietjen, G.L.1    Moore, R.H.2
  • 51
    • 0000640346 scopus 로고
    • Multivariate statistical outliers
    • Wilks SS. (1963). Multivariate statistical outliers. Sankhya A (25), p. 407-426.
    • (1963) Sankhya A , Issue.25 , pp. 407-426
    • Wilks, S.1
  • 52
    • 0032495785 scopus 로고    scopus 로고
    • Statistical analyses for heavy metal contents in till and root samples in an area of southeastern Sweden
    • Zhang CS., Selinus O., Schedin J. (1998). Statistical analyses for heavy metal contents in till and root samples in an area of southeastern Sweden. Sci. Total Environ. 212, p. 217-232.
    • (1998) Sci. Total Environ , vol.212 , pp. 217-232
    • Zhang, C.S.1    Selinus, O.2    Schedin, J.3
  • 53
    • 0030474056 scopus 로고    scopus 로고
    • A robust-symmetric mean: A new way of mean calculation for environmental data
    • Zhang CS., Zhang S. (1996). A robust-symmetric mean: a new way of mean calculation for environmental data. Geojournal 40 (1-2), p. 209-212.
    • (1996) Geojournal , vol.40 , Issue.1-2 , pp. 209-212
    • Zhang, C.S.1    Zhang, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.