메뉴 건너뛰기




Volumn 28, Issue 6, 2011, Pages 845-850

Correlation analysis of mutual information by probability density estimated from improved averaged-shifted-histogram

Author keywords

Averaged shifted histogram; Correlation analysis; Mutual information; Time series prediction

Indexed keywords

AVERAGED-SHIFTED-HISTOGRAM; CORRELATION ANALYSIS; INPUT VARIABLES; MULTIVARIATE TIME SERIES; MUTUAL INFORMATIONS; NUMBER OF SAMPLES; PROBABILITY DENSITIES; SYNTHETIC DATA; TIME SERIES PREDICTION;

EID: 79961204161     PISSN: 10008152     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (13)
  • 1
    • 17144419661 scopus 로고    scopus 로고
    • Simultaneous analysis of climatic trends in multiple variables: An example of application of multivariate statistical methods
    • RADAN H, LUCIE P. Simultaneous analysis of climatic trends in multiple variables: an example of application of multivariate statistical methods[J]. International Journal of Climatology, 2005, 25(4): 469-484.
    • (2005) International Journal of Climatology , vol.25 , Issue.4 , pp. 469-484
    • Radan, H.1    Lucie, P.2
  • 2
    • 79951762501 scopus 로고    scopus 로고
    • Evaluation of urbanization level using principal pomponent analysis and cluster analysis
    • SHI Wenli, GAO Tianbao, WANG Shuen. Evaluation of urbanization level using principal pomponent analysis and cluster analysis[J]. Industrial Engineering Journal, 2008, 11(3): 112-115.
    • (2008) Industrial Engineering Journal , vol.11 , Issue.3 , pp. 112-115
    • Shi, W.1    Gao, T.2    Wang, S.3
  • 3
    • 43849103994 scopus 로고    scopus 로고
    • Canonical correlation analysis for multivariate regression and its application to metabolic fingerprinting
    • HIROYUKI Y, HIDEKE Y, EIICHIRO F, et al. Canonical correlation analysis for multivariate regression and its application to metabolic fingerprinting[J]. Biochemical Engineering Journal, 2008, 40(2): 199-204.
    • (2008) Biochemical Engineering Journal , vol.40 , Issue.2 , pp. 199-204
    • Hiroyuki, Y.1    Hideke, Y.2    Eiichiro, F.3
  • 4
    • 48049123689 scopus 로고    scopus 로고
    • Multivariate analysis of contamination in the mining district of Linares
    • LOPEZ J M, BORRAJO J L, GARCIA E D M, et al. Multivariate analysis of contamination in the mining district of Linares[J]. Applied Geochemistry, 2008, 23(8): 2324-2336.
    • (2008) Applied Geochemistry , vol.23 , Issue.8 , pp. 2324-2336
    • Lopez, J.M.1    Borrajo, J.L.2    Garcia, E.D.M.3
  • 5
    • 19244387027 scopus 로고    scopus 로고
    • Analyzing multiple nonlinear time series with extended Granger causality
    • CHEN Y H, RANGARNJAN G, FENG J F, et al. Analyzing multiple nonlinear time series with extended Granger causality[J]. Physics Letters A, 2004, 324(1): 26-35.
    • (2004) Physics Letters A , vol.324 , Issue.1 , pp. 26-35
    • Chen, Y.H.1    Rangarnjan, G.2    Feng, J.F.3
  • 6
    • 45449117961 scopus 로고    scopus 로고
    • Graphical models for multivariate time series based on conditional mutual information
    • GAO Wei, TIAN Zheng. Graphical models for multivariate time series based on conditional mutual information[J]. Control Theory & Applications, 2008, 25(2): 257-260, 267.
    • (2008) Control Theory & Applications , vol.25 , Issue.2
    • Gao, W.1    Tian, Z.2
  • 7
    • 34347234831 scopus 로고    scopus 로고
    • Research on the correlation between the mutualinformation and Lempel-Ziv complexity of nonlinear time series
    • ZHANG Dianzhong. Research on the correlation between the mutualinformation and Lempel-Ziv complexity of nonlinear time series[J]. Acta Physica Sinica, 2007, 56(6): 3152-3157.
    • (2007) Acta Physica Sinica , vol.56 , Issue.6 , pp. 3152-3157
    • Zhang, D.1
  • 8
    • 0000216844 scopus 로고
    • Averaged shifted histograms: Effective nonparametric estimators in several dimensions
    • SCOTT D W. Averaged shifted histograms: effective nonparametric estimators in several dimensions[J]. The Annals of Statistics, 1985, 13(3): 1024-1040.
    • (1985) The Annals of Statistics , vol.13 , Issue.3 , pp. 1024-1040
    • Scott, D.W.1
  • 9
    • 61749084755 scopus 로고    scopus 로고
    • Selection of input variables for data driven models: An average shifted histogram partial mutual information estimator approach
    • FERNADO T M K G, MAIER H R, DANDY G C. Selection of input variables for data driven models: an average shifted histogram partial mutual information estimator approach[J]. Journal of Hydrology, 2009, 367(3/4): 165-176.
    • (2009) Journal of Hydrology , vol.367 , Issue.3-4 , pp. 165-176
    • Fernado, T.M.K.G.1    Maier, H.R.2    Dandy, G.C.3
  • 11
    • 27944469202 scopus 로고    scopus 로고
    • Statistical validation of mutual information calculations comparison of alternative numerical algorithms
    • CELLUCCI C J, ALBANO A M, RAPP P E. Statistical validation of mutual information calculations comparison of alternative numerical algorithms[J]. Physical Review E, 2005, 71(6): 066208.
    • (2005) Physical Review E , vol.71 , Issue.6 , pp. 066208
    • Cellucci, C.J.1    Albano, A.M.2    Rapp, P.E.3
  • 12
    • 33847674996 scopus 로고    scopus 로고
    • Resampling methods for parameter-free and robust feature selection with mutual information
    • FRANCOISA D, ROSSIB F, WERTZA V, et al. Resampling methods for parameter-free and robust feature selection with mutual information[J]. Neurocomputing, 2007, 70(7/9): 1276-1288.
    • (2007) Neurocomputing , vol.70 , Issue.7-9 , pp. 1276-1288
    • Francoisa, D.1    Rossib, F.2    Wertza, V.3
  • 13


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.