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Volumn 19, Issue 2, 2009, Pages 173-187

Principal components analysis of nonstationary time series data

Author keywords

Nonstationarity; Principal components analysis; Singular value decomposition; Sparse principal components analysis; Time series

Indexed keywords


EID: 59849117631     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11222-008-9082-y     Document Type: Article
Times cited : (37)

References (12)
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    • C. Heaton V. Solo 2004 Identification of causal factor models of stationary time series Econom. J. 7 2 618 627
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    • Heaton, C.1    Solo, V.2
  • 7
    • 23044521947 scopus 로고    scopus 로고
    • The simplified component technique: An alternative to rotated principal components
    • I.T. Jolliffe M. Uddin 2000 The simplified component technique: an alternative to rotated principal components J. Comput. Graph. Stat. 9 689 710
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    • Jolliffe, I.T.1    Uddin, M.2
  • 9
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    • Simple component analysis
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    • V. Rousson T. Gasser 2004 Simple component analysis Appl. Stat. 53 4 539 555
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    • Rousson, V.1    Gasser, T.2
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    • Simple principal components
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    • S. Vines 2000 Simple principal components Appl. Stat. 49 4 441 451
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    • Vines, S.1
  • 12
    • 3042586941 scopus 로고    scopus 로고
    • Dynamic factor analysis to estimate common trends in fisheries time series
    • A.F. Zuur I.D. Tuck N. Bailey 2003 Dynamic factor analysis to estimate common trends in fisheries time series Can. J. Fish Aquat. Sci. 60 542 552
    • (2003) Can. J. Fish Aquat. Sci. , vol.60 , pp. 542-552
    • Zuur, A.F.1    Tuck, I.D.2    Bailey, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.