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Volumn 17, Issue 3, 2007, Pages 903-921

Methods for quantifying the causal structure of bivariate time series

Author keywords

Causal structure; Coupled systems; Information flow; Nonlinear time series analysis

Indexed keywords

CHAOTIC SYSTEMS; CONSTRAINT THEORY; INFORMATION DISSEMINATION; NONLINEAR ANALYSIS; REAL TIME SYSTEMS; TIME SERIES ANALYSIS;

EID: 34249112811     PISSN: 02181274     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218127407017628     Document Type: Article
Times cited : (93)

References (27)
  • 1
    • 41349110615 scopus 로고    scopus 로고
    • Radial basis function approach to nonlinear Granger causality of time series
    • Ancona, N., Marinazzo, D. & Stramaglia, S. [2004] "Radial basis function approach to nonlinear Granger causality of time series," Phys. Rev. E 70, 056221.
    • (2004) Phys. Rev. E , vol.70 , pp. 056221
    • Ancona, N.1    Marinazzo, D.2    Stramaglia, S.3
  • 2
    • 0346401452 scopus 로고    scopus 로고
    • A robust method for detecting interdependences: Application to intracranially recorded EEG
    • Arnhold, J., Grassberger, P., Lehnertz, K. & Elger, C. E. [1999] "A robust method for detecting interdependences: Application to intracranially recorded EEG," Physica D 134, 419-430.
    • (1999) Physica D , vol.134 , pp. 419-430
    • Arnhold, J.1    Grassberger, P.2    Lehnertz, K.3    Elger, C.E.4
  • 4
    • 19244387027 scopus 로고    scopus 로고
    • Analyzing multiple nonlinear time series with extended Granger causality
    • Chen, Y., Rangarajan, G., Feng, J. & Ding, M. [2004] "Analyzing multiple nonlinear time series with extended Granger causality," Phys. Lett. A 324, 26-35.
    • (2004) Phys. Lett. A , vol.324 , pp. 26-35
    • Chen, Y.1    Rangarajan, G.2    Feng, J.3    Ding, M.4
  • 5
    • 34249982739 scopus 로고
    • Predicting chaotic time series
    • Farmer, J. D. & Sidorowich, J. J. [1987] "Predicting chaotic time series," Phys. Rev. Lett. 59, 845-848.
    • (1987) Phys. Rev. Lett , vol.59 , pp. 845-848
    • Farmer, J.D.1    Sidorowich, J.J.2
  • 6
    • 13844256418 scopus 로고    scopus 로고
    • Predictability improvement as an asymmetrical measure of interdependence in bivariate time series
    • Feldmann, U. & Bhattacharya, J. [2004] "Predictability improvement as an asymmetrical measure of interdependence in bivariate time series," Int. J. Bifurcation and Chaos 14, 505-514.
    • (2004) Int. J. Bifurcation and Chaos , vol.14 , pp. 505-514
    • Feldmann, U.1    Bhattacharya, J.2
  • 7
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • Fraser, A. M. & Swinney, H. L., [1986] "Independent coordinates for strange attractors from mutual information," Phys. Rev. A 33, 1134-1140.
    • (1986) Phys. Rev. A , vol.33 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 9
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger, C. W. J. [1969] "Investigating causal relations by econometric models and cross-spectral methods," Econometrica 37, 424-438.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 10
    • 0002591468 scopus 로고
    • A two-dimensional mapping with a strange attractor
    • Hénon, M. [1976] "A two-dimensional mapping with a strange attractor," Commun. Math. Phys. 50, 69-77.
    • (1976) Commun. Math. Phys , vol.50 , pp. 69-77
    • Hénon, M.1
  • 11
    • 35949006791 scopus 로고
    • Determining embedding dimension for phase-space reconstruction using a geometrical construction
    • Kennel, M. B., Brown, R. & Abarbanel, H. D. I. [1992] "Determining embedding dimension for phase-space reconstruction using a geometrical construction," Phys. Rev. A 45, 3403-3411.
    • (1992) Phys. Rev. A , vol.45 , pp. 3403-3411
    • Kennel, M.B.1    Brown, R.2    Abarbanel, H.D.I.3
  • 12
    • 26244436701 scopus 로고    scopus 로고
    • Analysing the information flow between financial time series
    • Marschinski, R. & Kantz, H. [2002] "Analysing the information flow between financial time series," European Phys. J. B 30, 275-281.
    • (2002) European Phys. J. B , vol.30 , pp. 275-281
    • Marschinski, R.1    Kantz, H.2
  • 14
    • 37649029497 scopus 로고    scopus 로고
    • Direction of coupling from phases of interacting oscillators: An information-theoretic approach
    • Palus, M. & Stefanovska, A. [2003] "Direction of coupling from phases of interacting oscillators: An information-theoretic approach," Phys. Rev. E 67, 055201.
    • (2003) Phys. Rev. E , vol.67 , pp. 055201
    • Palus, M.1    Stefanovska, A.2
  • 15
    • 0002167001 scopus 로고    scopus 로고
    • Synchronization of chaotic systems
    • ed. Schuster, H. G, pp
    • Parlitz, U. & Kocarev, L. [1999] "Synchronization of chaotic systems," in Handbook of Chaos Control, ed. Schuster, H. G., pp. 271-303.
    • (1999) Handbook of Chaos Control , pp. 271-303
    • Parlitz, U.1    Kocarev, L.2
  • 19
    • 0034182332 scopus 로고    scopus 로고
    • Learning driver-response relationships from synchronization patterns
    • Quian Quiroga, R., Arnhold, J. & Grassberger, P. [2000] "Learning driver-response relationships from synchronization patterns," Phys. Rev. E 61, 5142-5148.
    • (2000) Phys. Rev. E , vol.61 , pp. 5142-5148
    • Quian Quiroga, R.1    Arnhold, J.2    Grassberger, P.3
  • 20
    • 0035475704 scopus 로고    scopus 로고
    • Detecting direction of coupling in interacting oscillators
    • Rosenblum, M. G. & Pikovsky, A. S. [2001] "Detecting direction of coupling in interacting oscillators," Phys. Rev. E 64, 045202.
    • (2001) Phys. Rev. E , vol.64 , pp. 045202
    • Rosenblum, M.G.1    Pikovsky, A.S.2
  • 21
    • 0001234725 scopus 로고    scopus 로고
    • Estimating the errors on measured entropy and mutual information
    • Roulston, M. S. [1999] "Estimating the errors on measured entropy and mutual information," Physica D 125, 285-294.
    • (1999) Physica D , vol.125 , pp. 285-294
    • Roulston, M.S.1
  • 22
    • 0037445334 scopus 로고    scopus 로고
    • Phase synchronization in temperature and precipitation records
    • Rybski, D., Havlin, S. & Bunde, A. [2003] "Phase synchronization in temperature and precipitation records," Physica A 320, 601-610.
    • (2003) Physica A , vol.320 , pp. 601-610
    • Rybski, D.1    Havlin, S.2    Bunde, A.3
  • 23
    • 0034317923 scopus 로고    scopus 로고
    • Measuring statistical dependence and coupling of subsystems
    • Schmitz, A. [2000] "Measuring statistical dependence and coupling of subsystems," Phys. Rev. E 62, 7508-7511.
    • (2000) Phys. Rev. E , vol.62 , pp. 7508-7511
    • Schmitz, A.1
  • 24
    • 12944275674 scopus 로고    scopus 로고
    • Measuring information transfer
    • Schreiber, T. [2000] "Measuring information transfer," Phys. Rev. Lett. 85, 461-464.
    • (2000) Phys. Rev. Lett , vol.85 , pp. 461-464
    • Schreiber, T.1
  • 25
    • 0000779360 scopus 로고
    • Detecting Strange Attractors in Turbulence
    • eds. Rand, D. & Young, L, Springer Verlag, Berlin, pp
    • Takens, M. [1981] Detecting Strange Attractors in Turbulence, in Lecture Notes in Mathematics: Dynamical Systems and Turbulence, Vol. 898, eds. Rand, D. & Young, L. (Springer Verlag, Berlin), pp. 366-381.
    • (1981) Lecture Notes in Mathematics: Dynamical Systems and Turbulence , vol.898 , pp. 366-381
    • Takens, M.1
  • 26
    • 0003328102 scopus 로고
    • The theory of prediction
    • ed. Beckenbach, E. F, McGraw-Hill, NY
    • Wiener, N. [1959] "The theory of prediction," in Modern Mathematics for Engineers, ed. Beckenbach, E. F., (McGraw-Hill, NY).
    • (1959) Modern Mathematics for Engineers
    • Wiener, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.