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Volumn 16, Issue 1, 2009, Pages 57-64

Information theoretic measures of dependence, compactness, and non-gaussianity for multivariate probability distributions

Author keywords

[No Author keywords available]

Indexed keywords

DATA INTERPRETATION; DATA SET; GAUSSIAN METHOD; GEOMETRY; LEAST SQUARES METHOD; MULTIVARIATE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY; THEORETICAL STUDY;

EID: 77949448233     PISSN: 10235809     EISSN: 16077946     Source Type: Journal    
DOI: 10.5194/npg-16-57-2009     Document Type: Article
Times cited : (4)

References (12)
  • 2
    • 8744221249 scopus 로고    scopus 로고
    • Predictability and Information Theory. Part I: Measures of predictability
    • DelSole, T.: Predictability and Information Theory. Part I: Measures of predictability, J. Atmos. Sci., 61, 2425-2440, 2004.
    • (2004) J. Atmos. Sci. , vol.61 , pp. 2425-2440
    • Delsole, T.1
  • 3
    • 35448995744 scopus 로고    scopus 로고
    • Predictability: Recent insights from information
    • doi:10.1029/2006RG000202
    • DelSole, T. and Tippett, M. K.: Predictability: Recent Insights from Information Theory, Rev. Geophys., 45, RG4002, doi:10.1029/2006RG000202, 2007.
    • (2007) Theory Rev. Geophys. , vol.45
    • Delsole, T.1    Tippett, M.K.2
  • 4
    • 25444532012 scopus 로고    scopus 로고
    • Quantifying predictability through information theory: Small sample estimation in a non-Gaussian framework
    • Haven, K., Majda, A., and Abramov, R.: Quantifying predictability through information theory: Small sample estimation in a non-Gaussian framework, J. Comp. Phys., 206, 334-362, 2005.
    • (2005) J. Comp. Phys. , vol.206 , pp. 334-362
    • Haven, K.1    Majda, A.2    Abramov, R.3
  • 5
    • 23744485056 scopus 로고    scopus 로고
    • Predictability in a model of geophysical turbulence
    • Kleeman, R. and Majda, A.: Predictability in a model of geophysical turbulence, J. Atmos. Sci., 62, 2864-2879, 2005.
    • (2005) J. Atmos. Sci. , vol.62 , pp. 2864-2879
    • Kleeman, R.1    Majda, A.2
  • 6
    • 0034207888 scopus 로고    scopus 로고
    • A unifying information-theoretic framework for independent component analysis
    • Lee, T.-W., Girolami, M., Bell, A., and Sejnowski, T.: A unifying information-theoretic framework for independent component analysis, Comp. Math. App., 39, 1-21, 2000.
    • (2000) Comp. Math. App. , vol.39 , pp. 1-21
    • Lee, T.-W.1    Girolami, M.2    Bell, A.3    Sejnowski, T.4
  • 7
    • 8744297806 scopus 로고    scopus 로고
    • A mathematical framework for quantifying predictability through relative entropy
    • Majda, A., Kleeman, R., and Cai, D.: A Mathematical Framework for Quantifying Predictability Through Relative Entropy, Meth. Appl. Anal., 9, 425-444, 2002.
    • (2002) Meth. Appl. Anal. , vol.9 , pp. 425-444
    • Majda, A.1    Kleeman, R.2    Cai, D.3
  • 9
    • 0041344619 scopus 로고    scopus 로고
    • The vertical structure of wintertime climate regimes of the Northern Hemisphere extratropical atmosphere
    • Monahan, A. H., Fyfe, J. C., and Pandolfo, L.: The vertical structure of wintertime climate regimes of the Northern Hemisphere extratropical atmosphere, J. Climate, 16, 2005-2021, 2003.
    • (2003) J. Climate , vol.16 , pp. 2005-2021
    • Monahan, A.H.1    Fyfe, J.C.2    Pandolfo, L.3
  • 10
    • 78249245314 scopus 로고    scopus 로고
    • Statistical inference based on divergence measures
    • Pardo, L.: Statistical Inference Based on Divergence Measures, Chapman and Hall, 2006.
    • (2006) Chapman and Hall
    • Pardo, L.1
  • 11
    • 34547345252 scopus 로고    scopus 로고
    • Dimensionless measures of variability and dependence for multivariate continuous distributions
    • DOI 10.1080/03610920601126449, PII 780502213
    • Peña, D. and van der Linde, A.: Dimensionless measures of variability and dependence for multivariate continuous distributions, Comm. Stat. Theory Meth., 36, 1845-1854 doi:10.1080/03610920601126449, 2007. (Pubitemid 47153313)
    • (2007) Communications in Statistics - Theory and Methods , vol.36 , Issue.10 , pp. 1845-1854
    • Pena, D.1    Van Der Linde, A.2
  • 12
    • 0347447273 scopus 로고    scopus 로고
    • Network information and connected correlations
    • 238701-1-
    • Schneidman, E., Still, S., Berry, M. J., and Bialek, W.: Network information and connected correlations, Phys. Rev. Lett., 91, 238701-1-238701-238704, 2003.
    • (2003) Phys. Rev. Lett. , vol.91 , pp. 238701-238704
    • Schneidman, E.1    Still, S.2    Berry, M.J.3    Bialek, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.