메뉴 건너뛰기




Volumn 6914, Issue , 2008, Pages

A generalization of voxel-wise procedures for high-dimensional statistical inference using ridge regression

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE SYSTEMS; CORRELATION METHODS; DEFORMATION; POPULATION STATISTICS; PROBLEM SOLVING; REGRESSION ANALYSIS;

EID: 43449130929     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.770728     Document Type: Conference Paper
Times cited : (2)

References (37)
  • 1
    • 4344667151 scopus 로고    scopus 로고
    • Why voxel-based morphometric analysis should be used with great caution when characterizing group differences
    • C. Davatzikos, "Why voxel-based morphometric analysis should be used with great caution when characterizing group differences," NeuroImage 23(1), pp. 17-20, 2004.
    • (2004) NeuroImage , vol.23 , Issue.1 , pp. 17-20
    • Davatzikos, C.1
  • 2
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation from nonorthogonal problems
    • A. Hoerl and R. Kennard, "Ridge regression: Biased estimation from nonorthogonal problems.," Technometrics 12(1), pp. 55-67, 1970.
    • (1970) Technometrics , vol.12 , Issue.1 , pp. 55-67
    • Hoerl, A.1    Kennard, R.2
  • 3
    • 84944477553 scopus 로고
    • Generalized inverses, ridge regression, biased linear estimation, and nonlinear estimation
    • D. Marquardt, "Generalized inverses, ridge regression, biased linear estimation, and nonlinear estimation," Technometrics 12(3), pp. 591-612, 1970.
    • (1970) Technometrics , vol.12 , Issue.3 , pp. 591-612
    • Marquardt, D.1
  • 4
    • 0001632418 scopus 로고
    • The use of the 1-curve in the regularization of discrete ill-posed problems
    • P. Hansen and D. O'Leary, "The use of the 1-curve in the regularization of discrete ill-posed problems," SIAM Journal on Scientific Computing 14(6), pp. 1487-1503, 1993.
    • (1993) SIAM Journal on Scientific Computing , vol.14 , Issue.6 , pp. 1487-1503
    • Hansen, P.1    O'Leary, D.2
  • 9
    • 43449133198 scopus 로고
    • Principal component analysis, variance partitioning, and functional connectivity
    • S. Strother, I. Kanno, and D. Rottenberg, "Principal component analysis, variance partitioning, and functional connectivity," Journal of Cerebral Blood Flow and Metabolism 15(3), pp. 355-360, 1995.
    • (1995) Journal of Cerebral Blood Flow and Metabolism , vol.15 , Issue.3 , pp. 355-360
    • Strother, S.1    Kanno, I.2    Rottenberg, D.3
  • 11
    • 0029941179 scopus 로고    scopus 로고
    • Spatial pattern analysis of functional brain images using partial least squares
    • A. McIntosh, F. Bookstein, J. Haxby, and C. Grady, "Spatial pattern analysis of functional brain images using partial least squares," NeuroImage 3(3), pp. 143-157, 1996.
    • (1996) NeuroImage , vol.3 , Issue.3 , pp. 143-157
    • McIntosh, A.1    Bookstein, F.2    Haxby, J.3    Grady, C.4
  • 12
    • 0030826249 scopus 로고    scopus 로고
    • An overview and some new developments in the statistical analysis of PET and fMRI data
    • K. Worsley, "An overview and some new developments in the statistical analysis of PET and fMRI data," Human Brain Mapping 5(4), pp. 254-258, 1997.
    • (1997) Human Brain Mapping , vol.5 , Issue.4 , pp. 254-258
    • Worsley, K.1
  • 13
    • 0028190347 scopus 로고
    • Functional and effective connectivity in neuroimaging: A synthesis
    • K. Friston, "Functional and effective connectivity in neuroimaging: A synthesis," Human Brain Mapping 2, pp. 56-78, 1995.
    • (1995) Human Brain Mapping , vol.2 , pp. 56-78
    • Friston, K.1
  • 14
    • 1642574430 scopus 로고    scopus 로고
    • Morphological classification of brains via high-dimensional shape transformations and machine learning methods
    • Z. Lao, D. Shen, Z. Xue, B. Karacali, S. Resnick, and C. Davatzikos, "Morphological classification of brains via high-dimensional shape transformations and machine learning methods," NeuroImage 21(1), pp. 46-57, 2004.
    • (2004) NeuroImage , vol.21 , Issue.1 , pp. 46-57
    • Lao, Z.1    Shen, D.2    Xue, Z.3    Karacali, B.4    Resnick, S.5    Davatzikos, C.6
  • 15
    • 10844252289 scopus 로고    scopus 로고
    • Detection and analysis of statistical differences in anatomical shape
    • P. Golland, W. Grimson, M. Shenton, and R. Kikinis, "Detection and analysis of statistical differences in anatomical shape," Medical Image Analysis 9(1), pp. 69-86, 2005.
    • (2005) Medical Image Analysis , vol.9 , Issue.1 , pp. 69-86
    • Golland, P.1    Grimson, W.2    Shenton, M.3    Kikinis, R.4
  • 16
    • 0029889189 scopus 로고    scopus 로고
    • Is multivariate analysis of PET data more revealing than the univariate approach? evidence from a study of episodic memory retrieval
    • P. C. Fletcher, R. J. Dolan, T. Shallice, C. D. Frith, R. S. J. Frackowiak, and K. J. Friston, "Is multivariate analysis of PET data more revealing than the univariate approach? evidence from a study of episodic memory retrieval," NeuroImage 3(3), pp. 209-215, 1996.
    • (1996) NeuroImage , vol.3 , Issue.3 , pp. 209-215
    • Fletcher, P.C.1    Dolan, R.J.2    Shallice, T.3    Frith, C.D.4    Frackowiak, R.S.J.5    Friston, K.J.6
  • 17
    • 4344709568 scopus 로고    scopus 로고
    • Generative and recognition models for neuroanatomy
    • K. Friston and J. Ashburner, "Generative and recognition models for neuroanatomy," NeuroImage 23(1), pp. 21-24, 2004.
    • (2004) NeuroImage , vol.23 , Issue.1 , pp. 21-24
    • Friston, K.1    Ashburner, J.2
  • 20
    • 15944419638 scopus 로고    scopus 로고
    • Efficient quadratic regularization for expression arrays
    • T. Hastie and R. Tibshirani, "Efficient quadratic regularization for expression arrays," Biostatistics 5(3), pp. 329-340, 2004.
    • (2004) Biostatistics , vol.5 , Issue.3 , pp. 329-340
    • Hastie, T.1    Tibshirani, R.2
  • 24
    • 0032361278 scopus 로고    scopus 로고
    • Penalized regressions: The bridge versus the lasso
    • W. Fu, "Penalized regressions: The bridge versus the lasso," Journal of Computational and Graphical Statistics 7(3), p. 397, 1998.
    • (1998) Journal of Computational and Graphical Statistics , vol.7 , Issue.3 , pp. 397
    • Fu, W.1
  • 27
    • 0036136472 scopus 로고    scopus 로고
    • Nonparametric permutation tests for functional neuroimaging: A primer with examples
    • T. Nichols and A. Holmes, "Nonparametric permutation tests for functional neuroimaging: A primer with examples," Human Brain Mapping 15(1), pp. 1-25, 2002.
    • (2002) Human Brain Mapping , vol.15 , Issue.1 , pp. 1-25
    • Nichols, T.1    Holmes, A.2
  • 28
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • H. Akaike, "Information theory and an extension of the maximum likelihood principle," in Second International Symposium on Information Theory, pp. 267-281, 1973.
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 29
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • G. Schwartz, "Estimating the dimension of a model," Annals of Statistics 6, pp. 461-464, 1979.
    • (1979) Annals of Statistics , vol.6 , pp. 461-464
    • Schwartz, G.1
  • 30
    • 84915425007 scopus 로고
    • Some comments on Cp
    • C. L. Mallows, "Some comments on Cp," Technometrics 15(4), pp. 661-675, 1973.
    • (1973) Technometrics , vol.15 , Issue.4 , pp. 661-675
    • Mallows, C.L.1
  • 31
    • 40449112172 scopus 로고    scopus 로고
    • Generalized ridge regression and a generalization of the cp statistic
    • S. Walker and C. Page, "Generalized ridge regression and a generalization of the cp statistic," Journal of Applied Statistics 28(7), p. 911, 2001.
    • (2001) Journal of Applied Statistics , vol.28 , Issue.7 , pp. 911
    • Walker, S.1    Page, C.2
  • 32
    • 32044449925 scopus 로고
    • Generalized cross-validation as a method for choosing a good ridge parameter
    • G. Golub, M. Heath, and G. Wahba, "Generalized cross-validation as a method for choosing a good ridge parameter.," Technometrics 21(2), pp. 215-223, 1979.
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 215-223
    • Golub, G.1    Heath, M.2    Wahba, G.3
  • 33
    • 0029551370 scopus 로고
    • The California verbal learning test: Psychometric characteristics and clinical application
    • October
    • R. Elwood, "The California verbal learning test: Psychometric characteristics and clinical application," Neuropsychology Review 5, pp. 173-201, October 1995.
    • (1995) Neuropsychology Review , vol.5 , pp. 173-201
    • Elwood, R.1
  • 35
    • 1842535172 scopus 로고    scopus 로고
    • Deformation tensor morphometry of semantic dementia with quantitative validation
    • C. Studholme, V. Cardenas, R. Blumenfeld, N. Schuff, H. Rosen, B. Miller, and M. Weiner, "Deformation tensor morphometry of semantic dementia with quantitative validation," NeuroImage 21(4), pp. 1387-1398, 2004.
    • (2004) NeuroImage , vol.21 , Issue.4 , pp. 1387-1398
    • Studholme, C.1    Cardenas, V.2    Blumenfeld, R.3    Schuff, N.4    Rosen, H.5    Miller, B.6    Weiner, M.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.