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Volumn 13, Issue 3, 2004, Pages 599-620

Visualization of multivariate density estimates with level set trees

Author keywords

Cluster analysis; Exploratory data analysis; Mixtures; Mode detection; Multivariate data

Indexed keywords


EID: 4344586679     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186004X2642     Document Type: Article
Times cited : (26)

References (18)
  • 2
    • 0035608644 scopus 로고    scopus 로고
    • Local extremes, runs, strings and multiresolution
    • Davies, P. L., and Kovac, A. (2001), "Local Extremes, Runs, Strings and Multiresolution," The Annals of Statistics, 29, 1-65.
    • (2001) The Annals of Statistics , vol.29 , pp. 1-65
    • Davies, P.L.1    Kovac, A.2
  • 5
    • 0003097597 scopus 로고
    • Smoothing by weighted averaging of rounded points
    • Härdle, W., and Scott, D. (1992), "Smoothing by Weighted Averaging of Rounded Points," Computational Statistics, 1, 97-128.
    • (1992) Computational Statistics , vol.1 , pp. 97-128
    • Härdle, W.1    Scott, D.2
  • 7
    • 0001341972 scopus 로고
    • Estimation of a convex density cluster in two dimensions
    • _ (1987), "Estimation of a Convex Density Cluster in Two Dimensions," Journal of the American Statistical Association, 82, 267-270.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 267-270
  • 11
    • 0000905404 scopus 로고
    • Some asymptotics for multimodality tests based on Kernel density estimates
    • Mammen, E., Marron, J. S., and Fisher, N. I. (1992), "Some Asymptotics for Multimodality Tests Based on Kernel Density Estimates," Probabability Theory and Related Fields, 91, 115-132.
    • (1992) Probabability Theory and Related Fields , vol.91 , pp. 115-132
    • Mammen, E.1    Marron, J.S.2    Fisher, N.I.3
  • 13
    • 0031510027 scopus 로고    scopus 로고
    • Nonparametric testing of the existence of modes
    • Minnotte, M. C. (1997), "Nonparametric Testing of the Existence of Modes," The Annals of Statistics, 25, 1646-1660.
    • (1997) The Annals of Statistics , vol.25 , pp. 1646-1660
    • Minnotte, M.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.