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Volumn 15, Issue 2, 2006, Pages 265-286

Sparse principal component analysis

Author keywords

Arrays; Gene expression; Lasso elastic net; Multivariate analysis; Singular value decomposition; Thresholding

Indexed keywords


EID: 33745309913     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186006X113430     Document Type: Article
Times cited : (2588)

References (18)
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    • Singular value decomposition for genome-wide expression data processing and modeling
    • Alter, O., Brown, P., and Botstein, D. (2000), "Singular Value Decomposition for Genome-Wide Expression Data Processing and Modeling," in Proceedings of the National Academy of Sciences, 97, pp. 10101-10106.
    • (2000) Proceedings of the National Academy of Sciences , vol.97 , pp. 10101-10106
    • Alter, O.1    Brown, P.2    Botstein, D.3
  • 2
    • 0001247848 scopus 로고
    • Loadings and correlations in the interpretation of principal components
    • Cadima, J., and Jolliffe, I. (1995), "Loadings and Correlations in the Interpretation of Principal Components," Journal of Applied Statistics, 22, 203-214.
    • (1995) Journal of Applied Statistics , vol.22 , pp. 203-214
    • Cadima, J.1    Jolliffe, I.2
  • 4
    • 0029680961 scopus 로고    scopus 로고
    • Face processing: Human perception and principal components analysis
    • Hancock, P., Burton, A., and Bruce, V. (1996), "Face Processing: Human Perception and Principal Components Analysis," Memory and Cognition, 24, 26-40.
    • (1996) Memory and Cognition , vol.24 , pp. 26-40
    • Hancock, P.1    Burton, A.2    Bruce, V.3
  • 7
    • 0000118166 scopus 로고
    • Two case studies in the application of principal component
    • Jeffers, J. (1967), "Two Case Studies in the Application of Principal Component," Applied Statistics, 16, 225-236.
    • (1967) Applied Statistics , vol.16 , pp. 225-236
    • Jeffers, J.1
  • 9
    • 0002226018 scopus 로고
    • Rotation of principal components: Choice of normalization constraints
    • _ (1995), "Rotation of Principal Components: Choice of Normalization Constraints," Journal of Applied Statistics, 22, 29-35.
    • (1995) Journal of Applied Statistics , vol.22 , pp. 29-35
  • 12
    • 0021427712 scopus 로고
    • Principal variables
    • McCabe, G. (1984), "Principal Variables," Technometrics, 26, 137-144.
    • (1984) Technometrics , vol.26 , pp. 137-144
    • McCabe, G.1
  • 17
    • 0034354646 scopus 로고    scopus 로고
    • Simple principal components
    • Vines, S. (2000), "Simple Principal Components," Applied Statistics, 49, 441-451.
    • (2000) Applied Statistics , vol.49 , pp. 441-451
    • Vines, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.