메뉴 건너뛰기




Volumn 5, Issue 1, 2011, Pages 37-56

Detection of multivariate outliers in business survey data with incomplete information

Author keywords

Missing values; Multivariate outlier detection; Robust statistics

Indexed keywords

SURVEYS;

EID: 79952184460     PISSN: 18625347     EISSN: 18625355     Source Type: Journal    
DOI: 10.1007/s11634-010-0075-2     Document Type: Article
Times cited : (33)

References (54)
  • 2
    • 2342603457 scopus 로고    scopus 로고
    • Multivariate outlier detection in incomplete survey data: The epidemic algorithm and transformed rank correlations
    • Béguin C, Hulliger B (2004) Multivariate outlier detection in incomplete survey data: the epidemic algorithm and transformed rank correlations. J R Stat Soc Ser B (Stat Methodol) 127(2): 275-294.
    • (2004) J R Stat Soc Ser B (Stat Methodol) , vol.127 , Issue.2 , pp. 275-294
    • Béguin, C.1    Hulliger, B.2
  • 3
    • 78049348653 scopus 로고    scopus 로고
    • The BACON-EEM algorithm for multivariate outlier detection in incomplete survey data
    • Béguin C, Hulliger B (2008) The BACON-EEM algorithm for multivariate outlier detection in incomplete survey data. Surv Methodol 34(1): 91-103.
    • (2008) Surv Methodol , vol.34 , Issue.1 , pp. 91-103
    • Béguin, C.1    Hulliger, B.2
  • 4
    • 0034282347 scopus 로고    scopus 로고
    • Bacon: blocked adaptative computationally-efficient outlier nominators
    • Billor N, Hadi AS, Vellemann PF (2000) Bacon: blocked adaptative computationally-efficient outlier nominators. Comput Stat Data Anal 34(3): 279-298.
    • (2000) Comput Stat Data Anal , vol.34 , Issue.3 , pp. 279-298
    • Billor, N.1    Hadi, A.S.2    Vellemann, P.F.3
  • 6
    • 67650698277 scopus 로고    scopus 로고
    • Controlling the size of multivariate outlier tests with the MCD estimator of scatter
    • Cerioli A, Riani M, Atkinson AC (2009) Controlling the size of multivariate outlier tests with the MCD estimator of scatter. Stat Comput 19(3): 341-353.
    • (2009) Stat Comput , vol.19 , Issue.3 , pp. 341-353
    • Cerioli, A.1    Riani, M.2    Atkinson, A.C.3
  • 7
    • 0000937331 scopus 로고
    • Outlier robust finite population estimation
    • Chambers RL (1986) Outlier robust finite population estimation. J Am Stat Assoc 81: 1063-1069.
    • (1986) J Am Stat Assoc , vol.81 , pp. 1063-1069
    • Chambers, R.L.1
  • 9
    • 0001399709 scopus 로고    scopus 로고
    • Influence function and efficiency of the minimum covariance determinant scatter matrix estimator
    • Croux C, Haesbroeck G (1999) Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. J Multivariate Analy 71: 161-190.
    • (1999) J Multivariate Analy , vol.71 , pp. 161-190
    • Croux, C.1    Haesbroeck, G.2
  • 13
    • 85012820552 scopus 로고    scopus 로고
    • Modellbasierte Ergänzung der Konjunkturstatistik im Produzierenden Bereich
    • Statistische Nachrichten
    • Dinges G, Haitzmann M (2009) Modellbasierte Ergänzung der Konjunkturstatistik im Produzierenden Bereich; Darstellung der statistischen Grundgesamtheit im Produzierenden Bereich. Statistische Nachrichten 9: 1153-1166. http://www. stat. at/web_de/downloads/methodik/kjp. pdf.
    • (2009) Darstellung der statistischen Grundgesamtheit im Produzierenden Bereich , vol.9 , pp. 1153-1166
    • Dinges, G.1    Haitzmann, M.2
  • 17
    • 1542305821 scopus 로고
    • A systematic approach to automatic edit and imputation
    • Fellegi I, Holt D (1976) A systematic approach to automatic edit and imputation. J Am Stat Assoc 71: 17-35.
    • (1976) J Am Stat Assoc , vol.71 , pp. 17-35
    • Fellegi, I.1    Holt, D.2
  • 18
    • 18144430568 scopus 로고    scopus 로고
    • Multivariate outlier detection in exploration geochemistry
    • Filzmoser P, Garrett RG, Reimann C (2005) Multivariate outlier detection in exploration geochemistry. Comput Geosci 31: 579-587.
    • (2005) Comput Geosci , vol.31 , pp. 579-587
    • Filzmoser, P.1    Garrett, R.G.2    Reimann, C.3
  • 19
  • 20
    • 77957137687 scopus 로고    scopus 로고
    • A practical application of a robust multivariate outlier detection method
    • American Statistical Association
    • Franklin S, Brodeur M (1997) A practical application of a robust multivariate outlier detection method. In: Proceedings of the survey research methods section. American Statistical Association, pp 186-191. http://www. amstat. org/sections/srms/proceedings.
    • (1997) In: Proceedings of the survey research methods section , pp. 186-191
    • Franklin, S.1    Brodeur, M.2
  • 22
    • 8344224575 scopus 로고
    • A review of some macro-editing methods for rationalizing the editing process
    • Ottawa, Canada
    • Granquist L (1990) A review of some macro-editing methods for rationalizing the editing process. In: Proceedings of the statistics Canada symposium, Ottawa, Canada, pp 225-234.
    • (1990) In: Proceedings of the statistics Canada symposium , pp. 225-234
    • Granquist, L.1
  • 23
    • 0031313551 scopus 로고    scopus 로고
    • The new view on editing
    • Granquist L (1997) The new view on editing. Int Stat Rev 65: 381-387.
    • (1997) Int Stat Rev , vol.65 , pp. 381-387
    • Granquist, L.1
  • 25
    • 29544436837 scopus 로고    scopus 로고
    • The distribution of robust distances
    • Hardin J, Rocke DM (2005) The distribution of robust distances. J Comput Graph Stat 14: 910-927.
    • (2005) J Comput Graph Stat , vol.14 , pp. 910-927
    • Hardin, J.1    Rocke, D.M.2
  • 28
    • 13444287831 scopus 로고    scopus 로고
    • Robpca: a new approach to robust principal component analysis
    • Hubert M, Rousseeuw PJ, Vanden Branden K (2005) Robpca: a new approach to robust principal component analysis. Technometrics 47: 64-79.
    • (2005) Technometrics , vol.47 , pp. 64-79
    • Hubert, M.1    Rousseeuw, P.J.2    Vanden Branden, K.3
  • 29
    • 49749129645 scopus 로고    scopus 로고
    • High-breakdown robust multivariate methods
    • Hubert M, Rousseeuw PJ, van Aelst S (2008) High-breakdown robust multivariate methods. Stat Sci 23: 92-119.
    • (2008) Stat Sci , vol.23 , pp. 92-119
    • Hubert, M.1    Rousseeuw, P.J.2    van Aelst, S.3
  • 31
    • 0010133439 scopus 로고    scopus 로고
    • The general application of significance editing
    • Lawrence D, McKenzie R (2000) The general application of significance editing. J Official Stat 16: 243-253.
    • (2000) J Official Stat , vol.16 , pp. 243-253
    • Lawrence, D.1    McKenzie, R.2
  • 33
    • 0010001941 scopus 로고
    • Editing and imputation for quantitative data
    • Little RJA, Smith PJ (1987) Editing and imputation for quantitative data. J Am Stat Assoc 82: 58-69.
    • (1987) J Am Stat Assoc , vol.82 , pp. 58-69
    • Little, R.J.A.1    Smith, P.J.2
  • 34
    • 0033233738 scopus 로고    scopus 로고
    • Asymptotics of reweighted estimators of multivariate location and scatter
    • Lopuhaä HP (1999) Asymptotics of reweighted estimators of multivariate location and scatter. Ann Stat 27: 1638-1665.
    • (1999) Ann Stat , vol.27 , pp. 1638-1665
    • Lopuhaä, H.P.1
  • 35
    • 0001352378 scopus 로고
    • Breakdown points of affine equivariant estimators of multivariate location and covariance matrices
    • Lopuhaä HP, Rousseeuw PJ (1991) Breakdown points of affine equivariant estimators of multivariate location and covariance matrices. Ann Stat 19: 229-248.
    • (1991) Ann Stat , vol.19 , pp. 229-248
    • Lopuhaä, H.P.1    Rousseeuw, P.J.2
  • 37
    • 0344133271 scopus 로고
    • The behaviour of the Stahel-Donoho robust multivariate estimator
    • Maronna RA, Yohai VJ (1995) The behaviour of the Stahel-Donoho robust multivariate estimator. J Am Stat Assoc 90: 330-341.
    • (1995) J Am Stat Assoc , vol.90 , pp. 330-341
    • Maronna, R.A.1    Yohai, V.J.2
  • 38
    • 0036849459 scopus 로고    scopus 로고
    • Robust estimation of location and dispersion for high-dimensional datasets
    • Maronna RA, Zamar RH (2002) Robust estimation of location and dispersion for high-dimensional datasets. Technometrics 44: 307-317.
    • (2002) Technometrics , vol.44 , pp. 307-317
    • Maronna, R.A.1    Zamar, R.H.2
  • 40
    • 84973279854 scopus 로고    scopus 로고
    • R Development Core Team R,R Foundation for Statistical Computing,Vienna ISBN 3-900051-07-0
    • R Development Core Team (2009) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. http://www. R-project. org/, ISBN 3-900051-07-0.
    • A language and environment for statistical computing
  • 43
    • 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: 633-651.
    • (1990) J Am Stat Assoc , vol.85 , pp. 633-651
    • Rousseeuw, P.J.1    van Zomeren, B.C.2
  • 44
    • 0012776989 scopus 로고
    • Discussion: statistical disclosure limitation
    • Rubin DB (1993) Discussion: statistical disclosure limitation. J Official Stat 9: 462-468.
    • (1993) J Official Stat , vol.9 , pp. 462-468
    • Rubin, D.B.1
  • 46
    • 85047673373 scopus 로고    scopus 로고
    • Missing data: our view of the state of the art
    • Schafer JL, Graham JW (2002) Missing data: our view of the state of the art. Psychol Methods 7: 147-177.
    • (2002) Psychol Methods , vol.7 , pp. 147-177
    • Schafer, J.L.1    Graham, J.W.2
  • 47
    • 0003926139 scopus 로고
    • Breakdown of covariance estimators
    • ETH Zurich, Fachgruppe für Statistik
    • Stahel WA (1981a) Breakdown of covariance estimators. Research Report 31, ETH Zurich, Fachgruppe für Statistik.
    • (1981) Research Report 31
    • Stahel, W.A.1
  • 48
    • 0009038838 scopus 로고
    • PhD thesis no. 6881, Swiss Federal Institute of Technology (ETH), Zürich, Robuste schätzungen
    • Stahel WA (1981b) Robuste schätzungen: Infinitesimale optimalität und schätzungen von kovarianzmatrizen. PhD thesis no. 6881, Swiss Federal Institute of Technology (ETH), Zürich. http://www. e-collection. ethbib. ethz. ch/view/eth: 21890.
    • (1981) Infinitesimale optimalität und schätzungen von kovarianzmatrizen
    • Stahel, W.A.1
  • 49
    • 79952196543 scopus 로고    scopus 로고
    • Visualization of missing values using the R-package VIM
    • Department of Statistics and Probability Therory, Vienna University of Technology, Vienna
    • Templ M, Filzmoser P (2008) Visualization of missing values using the R-package VIM. Reserach report cs-2008-1, Department of Statistics and Probability Therory, Vienna University of Technology, Vienna.
    • (2008) Reserach report cs-2008-1
    • Templ, M.1    Filzmoser, P.2
  • 53
  • 54
    • 84950434348 scopus 로고
    • Hyperdimensional data analysis using parallel coordinates
    • Wegman E (1990) Hyperdimensional data analysis using parallel coordinates. J Am Stat Assoc 85: 664-675.
    • (1990) J Am Stat Assoc , vol.85 , pp. 664-675
    • Wegman, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.