메뉴 건너뛰기




Volumn 51, Issue 12, 2007, Pages 5847-5866

Wavelet based time-varying vector autoregressive modelling

Author keywords

Autoregressive; Multivariate; Time varying; Wavelets

Indexed keywords

COMPUTER SIMULATION; MAGNETIC RESONANCE IMAGING; PARAMETER ESTIMATION; REGRESSION ANALYSIS;

EID: 34547226846     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2006.10.027     Document Type: Article
Times cited : (58)

References (42)
  • 1
    • 84974220425 scopus 로고
    • Laws of large number for dependent non-identically distributed random variables
    • Andrews D.W. Laws of large number for dependent non-identically distributed random variables. Econometric Theory 4 (1988) 458-467
    • (1988) Econometric Theory , vol.4 , pp. 458-467
    • Andrews, D.W.1
  • 2
    • 0035377249 scopus 로고    scopus 로고
    • Partial directed coherence: a new concept in neural structure determination
    • Baccala L.A., and Sameshima K. Partial directed coherence: a new concept in neural structure determination. Biol. Cybernet. 8 (2001) 463-474
    • (2001) Biol. Cybernet. , vol.8 , pp. 463-474
    • Baccala, L.A.1    Sameshima, K.2
  • 4
    • 0032022704 scopus 로고    scopus 로고
    • Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage
    • Chambolle A., DeVore R.A., Lee N., and Lucier B.J. Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage. IEEE Trans. Image Process. 7 (1998) 319-335
    • (1998) IEEE Trans. Image Process. , vol.7 , pp. 319-335
    • Chambolle, A.1    DeVore, R.A.2    Lee, N.3    Lucier, B.J.4
  • 6
    • 16244387347 scopus 로고    scopus 로고
    • Time domain nonlinear estimation of time varying linear systems
    • Chiann C., and Morettin P.A. Time domain nonlinear estimation of time varying linear systems. J. Nonparametric Statist. 17 (2005) 365-383
    • (2005) J. Nonparametric Statist. , vol.17 , pp. 365-383
    • Chiann, C.1    Morettin, P.A.2
  • 7
    • 0031518090 scopus 로고    scopus 로고
    • Fitting time series models to nonstationary processes
    • Dahlhaus R. Fitting time series models to nonstationary processes. Ann. Statist. 25 (1997) 1-37
    • (1997) Ann. Statist. , vol.25 , pp. 1-37
    • Dahlhaus, R.1
  • 8
    • 0034343455 scopus 로고    scopus 로고
    • A likelihood approximation for locally stationary processes
    • Dahlhaus R. A likelihood approximation for locally stationary processes. Ann. Statist. 28 (2000) 1762-1794
    • (2000) Ann. Statist. , vol.28 , pp. 1762-1794
    • Dahlhaus, R.1
  • 9
    • 0011243724 scopus 로고    scopus 로고
    • Nonlinear wavelet estimation of time-varying autoregressive processes
    • Dahlhaus R., Neumann M.H., and von Sachs R. Nonlinear wavelet estimation of time-varying autoregressive processes. Bernoulli 5 (1999) 873-906
    • (1999) Bernoulli , vol.5 , pp. 873-906
    • Dahlhaus, R.1    Neumann, M.H.2    von Sachs, R.3
  • 11
    • 0025298139 scopus 로고
    • Primate models of movement disorders of basal ganglia origin
    • DeLong M.R. Primate models of movement disorders of basal ganglia origin. Trends Neurosci. 13 (1990) 281-285
    • (1990) Trends Neurosci. , vol.13 , pp. 281-285
    • DeLong, M.R.1
  • 14
    • 33344477345 scopus 로고    scopus 로고
    • Analysis of scanning probe microscope images using wavelets
    • Gackenheimer C., Cayon L., and Reifenberger R. Analysis of scanning probe microscope images using wavelets. Ultramicroscopy 106 (2006) 389-397
    • (2006) Ultramicroscopy , vol.106 , pp. 389-397
    • Gackenheimer, C.1    Cayon, L.2    Reifenberger, R.3
  • 15
    • 1042301100 scopus 로고    scopus 로고
    • Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping
    • Goebel R., Roebroeck A., Kim D.S., and Formisano E. Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magn. Resonance Imag. 21 (2003) 1251-1261
    • (2003) Magn. Resonance Imag. , vol.21 , pp. 1251-1261
    • Goebel, R.1    Roebroeck, A.2    Kim, D.S.3    Formisano, E.4
  • 16
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger C.W.J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37 (1969) 424-438
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 17
    • 12744269470 scopus 로고    scopus 로고
    • Application of the cross wavelet transform and wavelet coherence to geophysical time series
    • Grinsted A., Jevrejeva S., and Moore J. Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Proc. Geophys. 11 (2004) 561-566
    • (2004) Nonlinear Proc. Geophys. , vol.11 , pp. 561-566
    • Grinsted, A.1    Jevrejeva, S.2    Moore, J.3
  • 19
    • 0042178307 scopus 로고    scopus 로고
    • Multivariate autoregressive modeling of fMRI time series
    • Harrison L., Penny W.D., and Friston K. Multivariate autoregressive modeling of fMRI time series. Neuroimage 19 (2003) 1477-1491
    • (2003) Neuroimage , vol.19 , pp. 1477-1491
    • Harrison, L.1    Penny, W.D.2    Friston, K.3
  • 20
    • 34547190924 scopus 로고    scopus 로고
    • Priors and component structures in autoregressive time series models
    • Huerta G., and West M. Priors and component structures in autoregressive time series models. J. Roy. Statist. Assoc. Ser. B 61 (1997) 1-19
    • (1997) J. Roy. Statist. Assoc. Ser. B , vol.61 , pp. 1-19
    • Huerta, G.1    West, M.2
  • 21
    • 0032987522 scopus 로고    scopus 로고
    • Statistical parametric mapping with 18F-dopa PET shows bilaterally reduced striatal and nigral dopaminergic function in early Parkinson's disease
    • Ito K., Morrish P.K., Rakshi J.S., Uema T., Ashburner J., Bailey D.L., Friston K.J., and Brooks D.J. Statistical parametric mapping with 18F-dopa PET shows bilaterally reduced striatal and nigral dopaminergic function in early Parkinson's disease. J. Neurol. Neurosurg. Psychiatry 66 (1999) 754-758
    • (1999) J. Neurol. Neurosurg. Psychiatry , vol.66 , pp. 754-758
    • Ito, K.1    Morrish, P.K.2    Rakshi, J.S.3    Uema, T.4    Ashburner, J.5    Bailey, D.L.6    Friston, K.J.7    Brooks, D.J.8
  • 22
    • 1342310613 scopus 로고    scopus 로고
    • Influence of the Arctic Oscillation and El Ninõ-Southern Oscillation (ENSO) on ice conditions in the Baltic Sea: the wavelet approach
    • Jevrejeva S., Moore J.C., and Grinsted A. Influence of the Arctic Oscillation and El Ninõ-Southern Oscillation (ENSO) on ice conditions in the Baltic Sea: the wavelet approach. J. Geophys. Res. 108 D21 (2003) 4677
    • (2003) J. Geophys. Res. , vol.108 , Issue.D21 , pp. 4677
    • Jevrejeva, S.1    Moore, J.C.2    Grinsted, A.3
  • 23
    • 0032731339 scopus 로고    scopus 로고
    • New methods of time series analysis for nonstationary EEG data: eigenstructure decompositions of time varying autoregressions
    • Krystal A.D., Prado R., and West M. New methods of time series analysis for nonstationary EEG data: eigenstructure decompositions of time varying autoregressions. Clin. Neurophysiol. 110 (1999) 1-10
    • (1999) Clin. Neurophysiol. , vol.110 , pp. 1-10
    • Krystal, A.D.1    Prado, R.2    West, M.3
  • 24
    • 70449089152 scopus 로고    scopus 로고
    • Lawrence, C.J., Eichenbaum, M., Evans, C.L., 1999. Monetary policy shocks: what have we learned and to what end? Handbook of Macroeconomics, vol. 1A. Elsevier Science Ltd, Amsterdam, pp. 65-148.
  • 25
    • 33644502518 scopus 로고    scopus 로고
    • Phanerozoic marine biodiversity dynamics in light of the incompleteness of the fossil record
    • Lu P.J., Yogo M., and Marshall C.R. Phanerozoic marine biodiversity dynamics in light of the incompleteness of the fossil record. Proc. Nat. Acad. Sci. 13 (2006) 2736-2739
    • (2006) Proc. Nat. Acad. Sci. , vol.13 , pp. 2736-2739
    • Lu, P.J.1    Yogo, M.2    Marshall, C.R.3
  • 28
    • 0025336246 scopus 로고
    • Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields
    • Ogawa S., Lee T.M., Nayak A.S., and Glynn P. Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields. J. Magn. Resonance Med. 14 (1990) 68-78
    • (1990) J. Magn. Resonance Med. , vol.14 , pp. 68-78
    • Ogawa, S.1    Lee, T.M.2    Nayak, A.S.3    Glynn, P.4
  • 29
    • 0028739020 scopus 로고    scopus 로고
    • Paulik, M.J., Mohankrishnan, N., Nikiforuk, M., 1994. A time varying vector autoregressive model for signature verification. Proceedings of the 37th Midwest Symposium on Circuits and Systems, vol. 2, pp. 3-5.
  • 31
    • 19344375247 scopus 로고    scopus 로고
    • Bayesian time-varying autoregressions: theory, methods and applications
    • Prado R., Huerta G., and West M. Bayesian time-varying autoregressions: theory, methods and applications. Resenhas J. 4 (2001) 405-422
    • (2001) Resenhas J. , vol.4 , pp. 405-422
    • Prado, R.1    Huerta, G.2    West, M.3
  • 32
    • 22144440111 scopus 로고    scopus 로고
    • Time varying structural vector autoregressions and monetary policy
    • Primiceri G.E. Time varying structural vector autoregressions and monetary policy. Rev. Econom. Studies 3 (2005) 821-852
    • (2005) Rev. Econom. Studies , vol.3 , pp. 821-852
    • Primiceri, G.E.1
  • 33
    • 0001209765 scopus 로고    scopus 로고
    • Does the FED act gradually? A VAR analysis
    • Sack B. Does the FED act gradually? A VAR analysis. J. Monetary Econom. 46 (2000) 229-256
    • (2000) J. Monetary Econom. , vol.46 , pp. 229-256
    • Sack, B.1
  • 34
    • 33747441407 scopus 로고    scopus 로고
    • A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality
    • Sato J.R., Junior E.A., Takahashi D.Y., de Maria Felix M., Brammer M.J., and Morettin P.A. A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality. Neuroimage 31 (2006) 187-196
    • (2006) Neuroimage , vol.31 , pp. 187-196
    • Sato, J.R.1    Junior, E.A.2    Takahashi, D.Y.3    de Maria Felix, M.4    Brammer, M.J.5    Morettin, P.A.6
  • 35
    • 0000997472 scopus 로고
    • Macroeconomics and reality
    • Sims C.A. Macroeconomics and reality. Econometrica 48 (1980) 1-48
    • (1980) Econometrica , vol.48 , pp. 1-48
    • Sims, C.A.1
  • 36
    • 0001688043 scopus 로고
    • Policy analysis with econometric models
    • Sims C.A. Policy analysis with econometric models. Brooking Pap. Econom. Act. 48 (1982) 1-48
    • (1982) Brooking Pap. Econom. Act. , vol.48 , pp. 1-48
    • Sims, C.A.1
  • 37
    • 20444375717 scopus 로고    scopus 로고
    • Comment on Glenn Rudebush's 'Do measures of monetary policy in a VAR makes sense?'
    • Sims C.A. Comment on Glenn Rudebush's 'Do measures of monetary policy in a VAR makes sense?'. Internat. Econom. Rev. 39 (1998) 933-948
    • (1998) Internat. Econom. Rev. , vol.39 , pp. 933-948
    • Sims, C.A.1
  • 40
    • 34547163179 scopus 로고    scopus 로고
    • Triebel, H., 1992. Theory of Function Spaces, vol. II. Birkhauser, Basel.
  • 41
    • 34547177546 scopus 로고    scopus 로고
    • Vidakovic, B., 1999. Statistical Modeling by Wavelets, Wiley Series in Probability and Statistics.
  • 42
    • 0009356573 scopus 로고    scopus 로고
    • Time series decomposition
    • West M. Time series decomposition. Biometrika 84 (1997) 489-494
    • (1997) Biometrika , vol.84 , pp. 489-494
    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.