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Volumn , Issue , 2012, Pages 3729-3732

Using surrogates and optimal transport for synthesis of stationary multivariate series with prescribed covariance function and non-gaussian joint-distribution

Author keywords

Multivariate Series; Numerical Synthesis; Optimal Transport; Sliced Wasserstein Distance; Surrogate

Indexed keywords

MULTIVARIATE SERIES; NUMERICAL SYNTHESIS; OPTIMAL TRANSPORT; SURROGATE; WASSERSTEIN DISTANCE;

EID: 84867587885     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288727     Document Type: Conference Paper
Times cited : (9)

References (12)
  • 1
    • 44049111332 scopus 로고
    • Testing for nonlinearity in time series: The method of surrogate data
    • J. Theiler, S. Eubank, A. Longtin, B. Galdrikian, and J. D. Farmer, "Testing for nonlinearity in time series: the method of surrogate data," Physica D, vol. 58, no. 1-4, pp. 77-94, 1992.
    • (1992) Physica D , vol.58 , Issue.1-4 , pp. 77-94
    • Theiler, J.1    Eubank, S.2    Longtin, A.3    Galdrikian, B.4    Farmer, J.D.5
  • 2
    • 0345792394 scopus 로고    scopus 로고
    • Surrogate time series
    • T. Schreiber and A. Schmitz, "Surrogate time series," Physica D, vol. 142, no. 3-4, pp. 346-382, 2000.
    • (2000) Physica D , vol.142 , Issue.3-4 , pp. 346-382
    • Schreiber, T.1    Schmitz, A.2
  • 4
    • 0027790179 scopus 로고
    • A fast and exact method for multidimensional gaussian stochastic simulations
    • C.R. Dietrich and G.N. Newsam, "A fast and exact method for multidimensional gaussian stochastic simulations," Water Resourc. Res., pp. 2861-2869, 1993.
    • (1993) Water Resourc. Res. , pp. 2861-2869
    • Dietrich, C.R.1    Newsam, G.N.2
  • 5
    • 79551484134 scopus 로고    scopus 로고
    • Fast and exact synthesis of stationary multivariate Gaussian time series using circulant embedding
    • H. Helgason, V. Pipiras, and P. Abry, "Fast and exact synthesis of stationary multivariate Gaussian time series using circulant embedding," Signal Processing, vol. 95, no. 5, pp. 1123-1133, 2011.
    • (2011) Signal Processing , vol.95 , Issue.5 , pp. 1123-1133
    • Helgason, H.1    Pipiras, V.2    Abry, P.3
  • 6
    • 79955476890 scopus 로고    scopus 로고
    • Synthesis of multivariate stationary series with prescribed marginal distributions and covariance using circulant embedding
    • H. Helgason, V. Pipiras, and P. Abry, "Synthesis of multivariate stationary series with prescribed marginal distributions and covariance using circulant embedding," Signal Processing, vol. 91, no. 8, pp. 1741-1758, 2011.
    • (2011) Signal Processing , vol.91 , Issue.8 , pp. 1741-1758
    • Helgason, H.1    Pipiras, V.2    Abry, P.3
  • 7
    • 84937352287 scopus 로고
    • A useful theorem for nonlinear devices having Gaussian inputs
    • R. Price, "A useful theorem for nonlinear devices having Gaussian inputs," IRE Trans. Inform. Theory, vol. IT-4, pp. 69-72, 1958.
    • (1958) IRE Trans. Inform. Theory , vol.IT-4 , pp. 69-72
    • Price, R.1
  • 10
    • 0001091737 scopus 로고
    • Generating surrogate data for time series with several simultaneously measured variables
    • D. Prichard and J. Theiler, "Generating surrogate data for time series with several simultaneously measured variables," Physical Review Letters, vol. 73, no. 7, pp. 951-954, 1994.
    • (1994) Physical Review Letters , vol.73 , Issue.7 , pp. 951-954
    • Prichard, D.1    Theiler, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.