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Volumn 97, Issue 1, 2006, Pages 124-147

General projection-pursuit estimators for the common principal components model: Influence functions and Monte Carlo study

Author keywords

Asymptotic variances; Common principal components; Partial influence function; Projection pursuit; Robust estimation

Indexed keywords


EID: 28044465660     PISSN: 0047259X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmva.2004.11.007     Document Type: Article
Times cited : (13)

References (15)
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  • 2
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    • Boente, G.1    Critchley, F.2    Orellana, L.3
  • 3
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    • A robust approach to common principal components
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    • G. Boente L. Orellana A robust approach to common principal components L.T. Fernholz S. Morgenthaler W. Stahel (Eds.) Statistics in Genetics and in the Environmental Sciences 2001 Basel Birkhauser 117-147
    • (2001) Statistics in Genetics and in the Environmental Sciences , pp. 117-147
    • Boente, G.1    Orellana, L.2
  • 4
    • 1542282049 scopus 로고    scopus 로고
    • Influence functions and outlier detection under the common principal components model: A robust approach
    • G. Boente A.M. Pires I.M. Rodrigues Influence functions and outlier detection under the common principal components model: A robust approach Biometrika 89 2002 861-875
    • (2002) Biometrika , vol.89 , pp. 861-875
    • Boente, G.1    Pires, A.M.2    Rodrigues, I.M.3
  • 5
    • 38149148201 scopus 로고
    • Efficient high-breakdown M-estimators of scale
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    • (1994) Statist. Probab. Lett. , vol.19 , pp. 371-379
    • Croux, C.1
  • 6
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    • A fast algorithm for robust principal components based on projection pursuit
    • A. Prat (Ed.) Physica-Verlag Heidelberg
    • C. Croux A. Ruiz-Gazen A fast algorithm for robust principal components based on projection pursuit A. Prat (Ed.) Compstat: Proceedings in Computational Statistics 1996 Physica-Verlag Heidelberg 211-217
    • (1996) Compstat: Proceedings in Computational Statistics , pp. 211-217
    • Croux, C.1    Ruiz-Gazen, A.2
  • 7
    • 0004047762 scopus 로고    scopus 로고
    • High breakdown estimators for principal components: The projection-pursuit approach revisited
    • Working paper, Université Libre de Bruxelles
    • C. Croux, A. Ruiz-Gazen, High breakdown estimators for principal components: The projection-pursuit approach revisited, Working paper, Université Libre de Bruxelles, 2000.
    • (2000)
    • Croux, C.1    Ruiz-Gazen, A.2
  • 8
    • 3843068589 scopus 로고    scopus 로고
    • Asymptotic distribution of principal components based on robust dispersions
    • H. Cui X. He K.W. Ng Asymptotic distribution of principal components based on robust dispersions Biometrika 90 2003 953-966
    • (2003) Biometrika , vol.90 , pp. 953-966
    • Cui, H.1    He, X.2    Ng, K.W.3
  • 9
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    • Common principal components in k groups
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    • Flury, B.K.1
  • 12
    • 0001337027 scopus 로고
    • Projection-pursuit approach to robust dispersion matrices and principal components: Primary theory and Monte Carlo
    • G. Li Z. Chen Projection-pursuit approach to robust dispersion matrices and principal components: Primary theory and Monte Carlo J. Amer. Statist. Assoc. 80 1985 759-766
    • (1985) J. Amer. Statist. Assoc. , vol.80 , pp. 759-766
    • Li, G.1    Chen, Z.2
  • 13
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    • Robust principal components
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    • Métodos robustos em análise de componentes principais comuns
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    • (2003)
    • Rodrigues, I.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.