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Volumn 16, Issue 4, 2007, Pages 833-854

Singular value decomposition and its visualization

Author keywords

Exploratory data analysis; Functional data analysis; Principal component analysis

Indexed keywords


EID: 38049153402     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186007X256080     Document Type: Article
Times cited : (32)

References (16)
  • 1
    • 84937549955 scopus 로고
    • The Scree Test for the Number of Factors
    • Cattell, R. B. (1966), "The Scree Test for the Number of Factors," Multivariate Behavioral Research, 1, 245-276.
    • (1966) Multivariate Behavioral Research , vol.1 , pp. 245-276
    • Cattell, R.B.1
  • 2
    • 77956887176 scopus 로고
    • The Biplot Graphic Display of Matrices with Application to Principal Component Analysis
    • Gabriel, K. R. (1971), "The Biplot Graphic Display of Matrices with Application to Principal Component Analysis," Biometrika, 58, 453-467.
    • (1971) Biometrika , vol.58 , pp. 453-467
    • Gabriel, K.R.1
  • 3
    • 0000930139 scopus 로고
    • Least Squares Approximation of Matrices by Additive and Multiplicative Models
    • _ (1978), "Least Squares Approximation of Matrices by Additive and Multiplicative Models," Journal of Royal Statistical Society, Series B, 40, 186-196.
    • (1978) Journal of Royal Statistical Society, Series B , vol.40 , pp. 186-196
    • Gabriel, K.R.1
  • 4
    • 0002445532 scopus 로고
    • Resistant Lower Rank Approximation of Matrices
    • Amsterdam: North Holland, pp
    • Gabriel, K. R., and Odoroff, C. L. (1984), "Resistant Lower Rank Approximation of Matrices," in Data analysis and Informatics, III, Amsterdam: North Holland, pp. 23-30.
    • (1984) Data analysis and Informatics, III , pp. 23-30
    • Gabriel, K.R.1    Odoroff, C.L.2
  • 6
    • 38049126553 scopus 로고    scopus 로고
    • HMD (2005), Human Mortality Database, University of California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). Available online at http://www.mortality.org or http://www. humanmortality.de.
    • HMD (2005), "Human Mortality Database," University of California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). Available online at http://www.mortality.org or http://www. humanmortality.de.
  • 8
    • 38049101626 scopus 로고    scopus 로고
    • Principal Component Analysis of Two-Way Functional Data Using Two-Way Regularized Singular Value Decompositions
    • Huang, J. Z., Shen, H., and Buja, A. (2007), "Principal Component Analysis of Two-Way Functional Data Using Two-Way Regularized Singular Value Decompositions," technical report.
    • (2007) technical report
    • Huang, J.Z.1    Shen, H.2    Buja, A.3
  • 10
    • 0011151489 scopus 로고
    • Visualization of Matrix Singular Value Decomposition
    • Long, C. (1983), "Visualization of Matrix Singular Value Decomposition," Mathematics Magazine, 56, 161-167.
    • (1983) Mathematics Magazine , vol.56 , pp. 161-167
    • Long, C.1
  • 11
    • 38049166609 scopus 로고    scopus 로고
    • Time Series Functional Data Analysis, Los Alamos National Lab,
    • Marron, J. S., Wendelberger, J. R., and Kober, E. M. (2004), Time Series Functional Data Analysis, Los Alamos National Lab, No. LA-UR-04-3911.
    • (2004) LA-UR-04-3911
    • Marron, J.S.1    Wendelberger, J.R.2    Kober, E.M.3
  • 14
    • 21244452429 scopus 로고    scopus 로고
    • Analysis of Call Center Arrival Data using Singular Value Decomposition
    • Shen, H., and Huang, J. Z. (2005), "Analysis of Call Center Arrival Data using Singular Value Decomposition," Applied Stochastic Models in Business and Industry, 21, 251-263.
    • (2005) Applied Stochastic Models in Business and Industry , vol.21 , pp. 251-263
    • Shen, H.1    Huang, J.Z.2
  • 16
    • 38049127526 scopus 로고    scopus 로고
    • Singular Value Decomposition and Its Visualization
    • available at
    • Zhang, L., Marron, J. S., Shen, H., and Zhu, Z. (2006), "Singular Value Decomposition and Its Visualization," technical report, available at http://www.unc.edu/~lszhang/research/SVDvisual.pdf.
    • (2006) technical report
    • Zhang, L.1    Marron, J.S.2    Shen, H.3    Zhu, Z.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.