메뉴 건너뛰기




Volumn 20, Issue 1, 2003, Pages 93-114

Clustering functional data

Author keywords

Fourier basis; Gaussian random functions; K means algorithm; Mean squared error; Principal components; Principal points

Indexed keywords


EID: 0037560972     PISSN: 01764268     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00357-003-0007-3     Document Type: Article
Times cited : (182)

References (22)
  • 1
    • 0000925020 scopus 로고
    • The strong law of large numbers for k-means and best possible nets of banach valued random variables
    • CUESTA, J. A. and MATRAN, C. (1988), "The Strong Law of Large Numbers for k-Means and Best Possible Nets of Banach Valued Random Variables," Probability Theory and Related Fields, 78, 523-534.
    • (1988) Probability Theory and Related Fields , vol.78 , pp. 523-534
    • Cuesta, J.A.1    Matran, C.2
  • 2
    • 78751701140 scopus 로고
    • Principal points
    • FLURY, B. (1990), "Principal points," Biometrika, 77, 33-41.
    • (1990) Biometrika , vol.77 , pp. 33-41
    • Flury, B.1
  • 3
    • 21144467299 scopus 로고
    • Estimation of principal points
    • FLURY, B. (1993), "Estimation of principal points," Applied Statistics, 42, 139-151.
    • (1993) Applied Statistics , vol.42 , pp. 139-151
    • Flury, B.1
  • 4
    • 21344488174 scopus 로고
    • Representing a large collection of curves: A case for principal points
    • FLURY, B., and TARPEY, T. (1993), "Representing a Large Collection of Curves: A Case for Principal Points," American Statistician, 47, 304-306.
    • (1993) American Statistician , vol.47 , pp. 304-306
    • Flury, B.1    Tarpey, T.2
  • 5
    • 0000014486 scopus 로고
    • Cluster analysis of multivariate data: Efficiency versus interpretability of classification
    • FORGY, E. (1965), "Cluster analysis of multivariate data: Efficiency versus interpretability of classification," Biometrics, 21, 768-780.
    • (1965) Biometrics , vol.21 , pp. 768-780
    • Forgy, E.1
  • 9
    • 33744730993 scopus 로고    scopus 로고
    • Comparing the shapes of regression functions
    • HECKMAN, N. E., and ZAMAR, R. H. (2000), "Comparing the Shapes of Regression Functions," Biometrika, 87, 135-144.
    • (2000) Biometrika , vol.87 , pp. 135-144
    • Heckman, N.E.1    Zamar, R.H.2
  • 11
    • 84887505391 scopus 로고
    • Displaying the important features of a large collection of similar curves
    • JONES, M. C., and RICE, J. A. (1992), "Displaying the Important Features of a Large Collection of Similar Curves;" American Statistician, 46, 140-145.
    • (1992) American Statistician , vol.46 , pp. 140-145
    • Jones, M.C.1    Rice, J.A.2
  • 13
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • Le Cam, L. M. and Neyman, J., editors, Berkeley, California. University of California Press
    • MACQUEEN, J. (1967), "Some Methods for Classification and Analysis of Multivariate Observations." In Le Cam, L. M. and Neyman, J., editors, Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability I, 281-297, Berkeley, California. University of California Press.
    • (1967) Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability I , pp. 281-297
    • MacQueen, J.1
  • 15
    • 0012221388 scopus 로고
    • On the existence and weak convergence of k-centres in banach spaces
    • PÄRNA, K. (1990), On the Existence and Weak Convergence of k-Centres in Banach Spaces. Acta et Commentationes Universitatis Tartuensis, 893, 17-28.
    • (1990) Acta et Commentationes Universitatis Tartuensis , vol.893 , pp. 17-28
    • Pärna, K.1
  • 17
    • 0003158091 scopus 로고    scopus 로고
    • On asymptotics of quantizers in two dimensions
    • SU, Y. (1997), "On Asymptotics of Quantizers in Two Dimensions," Journal of Multivariate Analysis, 61, 67-85.
    • (1997) Journal of Multivariate Analysis , vol.61 , pp. 67-85
    • Su, Y.1
  • 18
    • 0041169479 scopus 로고    scopus 로고
    • Self-consistent patterns for symmetric multivariate distributions
    • TARPEY, T. (1998), "Self-Consistent Patterns for Symmetric Multivariate Distributions," Journal of Classification, 15, 57-79.
    • (1998) Journal of Classification , vol.15 , pp. 57-79
    • Tarpey, T.1
  • 19
    • 21844516918 scopus 로고
    • Principal points and self-consistent points of elliptical distributions
    • TARPEY, T, LI, L. and FLURY, B. (1995), "Principal Points and Self-Consistent Points of Elliptical Distributions," Annals of Statistics, 23, 103-112.
    • (1995) Annals of Statistics , vol.23 , pp. 103-112
    • Tarpey, T.1    Li, L.2    Flury, B.3
  • 20
    • 0001645194 scopus 로고    scopus 로고
    • Self-consistency: A fundamental concept in statistics
    • TARPEY, T. and FLURY B. (1996), "Self-consistency: A Fundamental Concept in Statistics," Statistical Science 11, 229-243.
    • (1996) Statistical Science , vol.11 , pp. 229-243
    • Tarpey, T.1    Flury, B.2
  • 21
    • 0008537134 scopus 로고
    • Principal points of univariate continuous distributions
    • ZOPPÈ, A. (1995), "Principal Points of Univariate Continuous Distributions," Statistics and Computing, 5, 127-132.
    • (1995) Statistics and Computing , vol.5 , pp. 127-132
    • Zoppè, A.1
  • 22
    • 0031510191 scopus 로고    scopus 로고
    • On uniqueness and symmetry of self-consistent points of univariate continuous distributions
    • ZOPPÈ, A. (1997), "On Uniqueness and Symmetry of Self-Consistent Points of Univariate Continuous Distributions," Journal of Classification, 14, 147-158.
    • (1997) Journal of Classification , vol.14 , pp. 147-158
    • Zoppè, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.