메뉴 건너뛰기




Volumn 50, Issue 9, 2006, Pages 2399-2421

Wavelet-based bootstrapping of spatial patterns on a finite lattice

Author keywords

Bootstrap; Covariance; Functional MRI; Spatial process; Spectral density function

Indexed keywords

FUNCTION EVALUATION; MAGNETIC RESONANCE IMAGING; PATTERN RECOGNITION SYSTEMS; WAVELET TRANSFORMS;

EID: 33644645661     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2004.12.016     Document Type: Article
Times cited : (7)

References (50)
  • 2
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • B. Biswal, F.Z. Yetkin, V.M. Haughton, and J.S. Hyde Functional connectivity in the motor cortex of resting human brain using echo-planar MRI Magn. Reson. Med. 34 1995 537 541
    • (1995) Magn. Reson. Med. , vol.34 , pp. 537-541
    • Biswal, B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 4
    • 0035140147 scopus 로고    scopus 로고
    • Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domains
    • E. Bullmore, C. Long, J. Suckling, J. Fadili, G. Calvert, F. Zelaya, T.A. Carpenter, and M. Brammer Colored noise and computational inference in neurophysiological (fMRI) time series analysis resampling methods in time and wavelet domains Hum. Brain Mapping 12 2001 61 78
    • (2001) Hum. Brain Mapping , vol.12 , pp. 61-78
    • Bullmore, E.1    Long, C.2    Suckling, J.3    Fadili, J.4    Calvert, G.5    Zelaya, F.6    Carpenter, T.A.7    Brammer, M.8
  • 8
    • 0442325070 scopus 로고    scopus 로고
    • Classes of nonseparable, spatio-temporal stationary covariance functions
    • N. Cressie, and H.-C. Huang Classes of nonseparable, spatio-temporal stationary covariance functions J. Amer. Statist. Assoc. 94 448 1999 1330 1340
    • (1999) J. Amer. Statist. Assoc. , vol.94 , Issue.448 , pp. 1330-1340
    • Cressie, N.1    Huang, H.-C.2
  • 9
    • 0347532852 scopus 로고    scopus 로고
    • Recent developments in bootstrap methodology
    • A.C. Davison, D.V. Hinkley, and G.A. Young Recent developments in bootstrap methodology Statist. Sci. 18 2 2003 141 157
    • (2003) Statist. Sci. , vol.18 , Issue.2 , pp. 141-157
    • Davison, A.C.1    Hinkley, D.V.2    Young, G.A.3
  • 10
    • 0027441566 scopus 로고
    • Functional connectivity: The principal components analysis of large (PET) data sets
    • K.J. Friston, C. Frith, P. Liddle, and R. Frickowiak Functional connectivity the principal components analysis of large (PET) data sets J. Cereb. Blood Flow Metab. 13 1993 5 14
    • (1993) J. Cereb. Blood Flow Metab. , vol.13 , pp. 5-14
    • Friston, K.J.1    Frith, C.2    Liddle, P.3    Frickowiak, R.4
  • 12
    • 0042401905 scopus 로고    scopus 로고
    • Spectral methods for nonstationary spatial processes
    • M. Fuentes Spectral methods for nonstationary spatial processes Biometrika 89 1 2002 197 210
    • (2002) Biometrika , vol.89 , Issue.1 , pp. 197-210
    • Fuentes, M.1
  • 13
    • 0000960565 scopus 로고
    • The contiguity ratio and statistical mapping
    • R. Geary The contiguity ratio and statistical mapping Incorporated Statist. 5 1954 115 145
    • (1954) Incorporated Statist. , vol.5 , pp. 115-145
    • Geary, R.1
  • 16
    • 0036334830 scopus 로고    scopus 로고
    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • C.R. Genovese, N.A. Lazar, and T. Nichols Thresholding of statistical maps in functional neuroimaging using the false discovery rate NeuroImage 15 2002 870 878
    • (2002) NeuroImage , vol.15 , pp. 870-878
    • Genovese, C.R.1    Lazar, N.A.2    Nichols, T.3
  • 18
    • 0002780983 scopus 로고
    • Resampling a coverage pattern
    • P. Hall Resampling a coverage pattern Stochastic Process. Appl. 20 1985 231 246
    • (1985) Stochastic Process. Appl. , vol.20 , pp. 231-246
    • Hall, P.1
  • 19
    • 84950427374 scopus 로고
    • An approach to statistical spatial-temporal modeling of meteorological fields
    • M.S. Handcock, and J.R. Wallis An approach to statistical spatial-temporal modeling of meteorological fields J. Amer. Statist. Assoc. 89 426 1994 368 378
    • (1994) J. Amer. Statist. Assoc. , vol.89 , Issue.426 , pp. 368-378
    • Handcock, M.S.1    Wallis, J.R.2
  • 20
    • 0033647016 scopus 로고    scopus 로고
    • Spatial mixture modeling of fMRI data
    • N.V. Hartvig, and J.L. Jensen Spatial mixture modeling of fMRI data Hum. Brain Mapping 11 2000 233 248
    • (2000) Hum. Brain Mapping , vol.11 , pp. 233-248
    • Hartvig, N.V.1    Jensen, J.L.2
  • 21
    • 0030032744 scopus 로고    scopus 로고
    • Nonparametric analysis of statistic images from functional mapping experiments
    • A.P. Holmes, R.C. Blair, J.D.G. Watson, and I. Ford Nonparametric analysis of statistic images from functional mapping experiments J. Cereb. Blood Flow Metab. 16 1996 7 22
    • (1996) J. Cereb. Blood Flow Metab. , vol.16 , pp. 7-22
    • Holmes, A.P.1    Blair, R.C.2    Watson, J.D.G.3    Ford, I.4
  • 22
    • 0002785425 scopus 로고    scopus 로고
    • Functionally related correlation in the noise
    • C.T.W. Moonen P.A. Bandettini Springer Berlin
    • J.S. Hyde, and B.B. Biswal Functionally related correlation in the noise C.T.W. Moonen P.A. Bandettini Functional MRI 1999 Springer Berlin 263 275
    • (1999) Functional MRI , pp. 263-275
    • Hyde, J.S.1    Biswal, B.B.2
  • 23
    • 0036429478 scopus 로고    scopus 로고
    • A spatio-temporal regression model for the analysis of function MRI data
    • K. Katanoda, Y. Matsuda, and M. Sugishita A spatio-temporal regression model for the analysis of function MRI data NeuroImage 17 3 2002 1415 1428
    • (2002) NeuroImage , vol.17 , Issue.3 , pp. 1415-1428
    • Katanoda, K.1    Matsuda, Y.2    Sugishita, M.3
  • 24
    • 0000181737 scopus 로고
    • The jacknife and bootstrap for general stationary observations
    • H.R. Künsch The jacknife and bootstrap for general stationary observations Ann. Statist. 17 1989 1217 1241
    • (1989) Ann. Statist. , vol.17 , pp. 1217-1241
    • Künsch, H.R.1
  • 25
    • 0039377687 scopus 로고    scopus 로고
    • Nonlinear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging
    • N. Lange, and S.L. Zeger Nonlinear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging Appl. Statist. 46 1 1997 1 29
    • (1997) Appl. Statist. , vol.46 , Issue.1 , pp. 1-29
    • Lange, N.1    Zeger, S.L.2
  • 26
    • 0031927479 scopus 로고    scopus 로고
    • Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations
    • M.J. Lowe, B.J. Mock, and J.A. Sorenson Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations NeuroImage 7 1998 119 132
    • (1998) NeuroImage , vol.7 , pp. 119-132
    • Lowe, M.J.1    Mock, B.J.2    Sorenson, J.A.3
  • 28
    • 0000501589 scopus 로고
    • Fractional Brownian motions, fractional noises and applications
    • B.B. Mandelbrot, and J.W. van Ness Fractional Brownian motions, fractional noises and applications SIAM Rev. 10 4 1968 422 437
    • (1968) SIAM Rev. , vol.10 , Issue.4 , pp. 422-437
    • Mandelbrot, B.B.1    Van Ness, J.W.2
  • 30
    • 0030304307 scopus 로고    scopus 로고
    • Wavelet analysis and synthesis of stationary long-memory processes
    • E.J. McCoy, and A.T. Walden Wavelet analysis and synthesis of stationary long-memory processes J. Comput. Graph. Statist. 5 1 1996 26 56
    • (1996) J. Comput. Graph. Statist. , vol.5 , Issue.1 , pp. 26-56
    • McCoy, E.J.1    Walden, A.T.2
  • 31
    • 76549254593 scopus 로고
    • Notes on continuous stochastic phenomena
    • P.A.P. Moran Notes on continuous stochastic phenomena Biometrika 37 1950 17 23
    • (1950) Biometrika , vol.37 , pp. 17-23
    • Moran, P.A.P.1
  • 32
    • 0032673580 scopus 로고    scopus 로고
    • Minimum-bandwidth discrete-time wavelets
    • J.M. Morris, and R. Peravali Minimum-bandwidth discrete-time wavelets Signal Process. 76 2 1999 181 193
    • (1999) Signal Process. , vol.76 , Issue.2 , pp. 181-193
    • Morris, J.M.1    Peravali, R.2
  • 33
    • 84993734384 scopus 로고    scopus 로고
    • Multiresolution models for nonstationary spatial covariance functions
    • D. Nychka, C. Wikle, and J.A. Royle Multiresolution models for nonstationary spatial covariance functions Statist. Model. 2 4 2002 315 332
    • (2002) Statist. Model. , vol.2 , Issue.4 , pp. 315-332
    • Nychka, D.1    Wikle, C.2    Royle, J.A.3
  • 34
    • 0000477306 scopus 로고
    • On estimation of the wavelet variance
    • D.B. Percival On estimation of the wavelet variance Biometrika 82 3 1995 619 631
    • (1995) Biometrika , vol.82 , Issue.3 , pp. 619-631
    • Percival, D.B.1
  • 35
    • 0012094622 scopus 로고    scopus 로고
    • Wavestrapping time series: Adaptive wavelet-based bootstrapping
    • B.J. Fitzgerald R.L. Smith A.T. Walden P.C. Young Cambridge University Press Cambridge, England
    • D.B. Percival, S. Sardy, and A. Davision Wavestrapping time series adaptive wavelet-based bootstrapping B.J. Fitzgerald R.L. Smith A.T. Walden P.C. Young Nonlinear and Nonstationary Signal Processing 2000 Cambridge University Press Cambridge, England 442 471
    • (2000) Nonlinear and Nonstationary Signal Processing , pp. 442-471
    • Percival, D.B.1    Sardy, S.2    Davision, A.3
  • 36
    • 0033614941 scopus 로고    scopus 로고
    • Statistical limitations in functional neuroimaging I: Non-inferential methods and statistical models
    • K.M. Petersson, T.E. Nichols, J.-B. Poline, and A.P. Holmes Statistical limitations in functional neuroimaging I non-inferential methods and statistical models Philos. Trans. Roy. Soc. London A 354 1999 1239 1260
    • (1999) Philos. Trans. Roy. Soc. London A , vol.354 , pp. 1239-1260
    • Petersson, K.M.1    Nichols, T.E.2    Poline, J.-B.3    Holmes, A.P.4
  • 37
    • 0034813965 scopus 로고    scopus 로고
    • Locally regularized spatiotemporal modeling and model comparison for function MRI
    • P.L. Purdon, V. Solo, R.M. Weisskoff, and E.N. Brown Locally regularized spatiotemporal modeling and model comparison for function MRI NeuroImage 14 2001 912 923
    • (2001) NeuroImage , vol.14 , pp. 912-923
    • Purdon, P.L.1    Solo, V.2    Weisskoff, R.M.3    Brown, E.N.4
  • 38
    • 1842607847 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-00-3
    • R Development Core Team, 2003. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-00-3. http://www.R-project.org.
    • (2003) R: A Language and Environment for Statistical Computing
  • 41
    • 0033356336 scopus 로고    scopus 로고
    • Sabatini Wavelet-based estimation of 1/f -type signal parameters confidence intervals using the bootstrap
    • A.M. Sabatini Wavelet-based estimation of 1 / f -type signal parameters confidence intervals using the bootstrap IEEE Trans. Signal Process. 47 12 1999 3406 3409
    • (1999) IEEE Trans. Signal Process. , vol.47 , Issue.12 , pp. 3406-3409
    • Sabatini, A.M.1
  • 42
    • 0036970587 scopus 로고    scopus 로고
    • Nonparametric hypothesis testing for a spatial signal
    • X. Shen, H.-C. Huang, and N. Cressie Nonparametric hypothesis testing for a spatial signal J. Amer. Statist. Assoc. 97 460 2002 1122 1140
    • (2002) J. Amer. Statist. Assoc. , vol.97 , Issue.460 , pp. 1122-1140
    • Shen, X.1    Huang, H.-C.2    Cressie, N.3
  • 43
  • 45
    • 0025899887 scopus 로고
    • The analysis and design of multidimensional FIR perfect reconstruction filter banks for arbitrary sampling lattices
    • E. Viscito, and J.P. Allebach The analysis and design of multidimensional FIR perfect reconstruction filter banks for arbitrary sampling lattices IEEE Trans. Circuits Systems 38 1 1991 29 41
    • (1991) IEEE Trans. Circuits Systems , vol.38 , Issue.1 , pp. 29-41
    • Viscito, E.1    Allebach, J.P.2
  • 46
    • 0035592186 scopus 로고    scopus 로고
    • Simulating Gaussian stationary processes with unbounded spectra
    • B. Whitcher Simulating Gaussian stationary processes with unbounded spectra J. Comput. Graph. Statist. 10 1 2001 112 134
    • (2001) J. Comput. Graph. Statist. , vol.10 , Issue.1 , pp. 112-134
    • Whitcher, B.1
  • 47
    • 2442451564 scopus 로고    scopus 로고
    • Wavelet-based estimation for seasonal long-memory processes
    • B. Whitcher Wavelet-based estimation for seasonal long-memory processes Technometrics 46 2 2004 225 238
    • (2004) Technometrics , vol.46 , Issue.2 , pp. 225-238
    • Whitcher, B.1
  • 48
    • 0029096148 scopus 로고
    • Analysis of fMRI time series revisited - Again
    • K.J. Worsley, and K.J. Friston Analysis of fMRI time series revisited - again NeuroImage 2 1995 173 181
    • (1995) NeuroImage , vol.2 , pp. 173-181
    • Worsley, K.J.1    Friston, K.J.2
  • 49
    • 0029931242 scopus 로고    scopus 로고
    • A unified statistical approach for determining significant signals in images of cerebral activation
    • K.J. Worsley, S. Marrett, P. Neelin, A.C. Vandal, and K.J. Friston A unified statistical approach for determining significant signals in images of cerebral activation Hum. Brain Mapping 4 1996 58 73
    • (1996) Hum. Brain Mapping , vol.4 , pp. 58-73
    • Worsley, K.J.1    Marrett, S.2    Neelin, P.3    Vandal, A.C.4    Friston, K.J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.