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Volumn 58, Issue 1, 2004, Pages 25-29

An Example of Slow Convergence of the Bootstrap in High Dimensions

Author keywords

Hypothesis test; Microarray data; Multivariate data; Permutation test; Resampling; Small sample behavior

Indexed keywords


EID: 1342310261     PISSN: 00031305     EISSN: 15372731     Source Type: Journal    
DOI: 10.1198/0003130042845     Document Type: Article
Times cited : (23)

References (19)
  • 1
    • 1542427461 scopus 로고    scopus 로고
    • Monte Carlo Evaluation of Resampling-Based HypothesisTests
    • Boos, D. D., and Zhang, J. (2000), “Monte Carlo Evaluation of Resampling-Based HypothesisTests,” The American Statistician, 95,486—492.
    • (2000) The American Statistician , vol.95 , pp. 486-492
    • Boos, D.D.1    Zhang, J.2
  • 2
    • 0034526621 scopus 로고    scopus 로고
    • Microarray Expression Profiling Identifies Genes with Altered Expression in HDL-Deficient Mice
    • Callow, M. J., Dudoit, S., Gong, E. L., Speed, T. P., and Rubin, E. M. (2000), “Microarray Expression Profiling Identifies Genes with Altered Expression in HDL-Deficient Mice,” Genome Research, 10, 2022-2029.
    • (2000) Genome Research , vol.10 , pp. 2022-2029
    • Callow, M.J.1    Dudoit, S.2    Gong, E.L.3    Speed, T.P.4    Rubin, E.M.5
  • 3
    • 0043203327 scopus 로고    scopus 로고
    • MultipleHypothesisTesting in Microarray Experiments
    • Dudoit, S., Shaffer, J.P., and Boldrick, J.C. (2003),“MultipleHypothesisTesting in Microarray Experiments,” StatisticalScience, 18, 71-103.
    • (2003) Statisticalscience , vol.18 , pp. 71-103
    • Dudoit, S.1    Shaffer, J.P.2    Boldrick, J.C.3
  • 4
    • 84923818429 scopus 로고
    • Better Bootstrap Confidence Intervals
    • (with discussion)
    • Efron, B. (1987), “Better Bootstrap Confidence Intervals” (with discussion), Journal of the American Statistical Association, 82, 171-200.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 171-200
    • Efron, B.1
  • 6
    • 0041530047 scopus 로고    scopus 로고
    • Resampling-based MultipleTesting for Microarray Data Analysis
    • Ge, Y., Dudoit, S., and Speed, T. P. (2003), “Resampling-based MultipleTesting for Microarray Data Analysis,” Test, 12, 1-77.
    • (2003) Test , vol.12 , pp. 1-77
    • Ge, Y.1    Dudoit, S.2    Speed, T.P.3
  • 8
    • 0025815687 scopus 로고
    • Two Guidelines for Bootstrap Hypothesis Testing
    • Hall, P., and Wilson, S. R. (1991), “Two Guidelines for Bootstrap Hypothesis Testing,” Biometrics, 47, 757-762.
    • (1991) Biometrics , vol.47 , pp. 757-762
    • Hall, P.1    Wilson, S.R.2
  • 9
    • 0041309838 scopus 로고    scopus 로고
    • How do Bootstrap and Permutation Tests Work?
    • Janssen, A., and Pauls, T. (2003), “How do Bootstrap and Permutation Tests Work?,” The Annals of Statsitics, 31, 768-806.
    • (2003) The Annals of Statsitics , vol.31 , pp. 768-806
    • Janssen, A.1    Pauls, T.2
  • 10
    • 0037041631 scopus 로고    scopus 로고
    • Identifying Pre-postChemotherapy Differences in Gene Expression in Breast Tumors: A Statistical Method Appropriate for this Aim
    • Korn E. L., McShane, L. M., Troendle, J. F., Rosenwald, A., and Simon, R. (2002), “Identifying Pre-postChemotherapy Differences in Gene Expression in Breast Tumors: A Statistical Method Appropriate for this Aim,” British Journal of Cancer, 86, 1093-1096.
    • (2002) British Journal of Cancer , vol.86 , pp. 1093-1096
    • Korn, E.L.1    McShane, L.M.2    Troendle, J.F.3    Rosenwald, A.4    Simon, R.5
  • 13
    • 12244284624 scopus 로고    scopus 로고
    • DNA Microarray Experiments: Biological and Technological Aspects
    • Nguyen, D. V., Arpat, A. B., Wang, N., and Carroll, R. J. (2002), “DNA Microarray Experiments: Biological and Technological Aspects,” Biometrics, 58,701-717.
    • (2002) Biometrics , vol.58 , pp. 701-717
    • Nguyen, D.V.1    Arpat, A.B.2    Wang, N.3    Carroll, R.J.4
  • 15
    • 0000269995 scopus 로고
    • Bootstrap and Randomization Tests of Some Nonpara-metric Hypotheses
    • Romano, J. P. (1989), “Bootstrap and Randomization Tests of Some Nonpara-metric Hypotheses,” The Annals of Statistics, 17, 141-159.
    • (1989) The Annals of Statistics , vol.17 , pp. 141-159
    • Romano, J.P.1
  • 16
    • 0003597577 scopus 로고    scopus 로고
    • Version 8, Cary, NC: Sas InstituteInc
    • SAS (1999), SAS/STAT User's Guide, Version 8, Cary, NC: Sas InstituteInc.
    • (1999) SAS/STAT User's Guide
  • 18
    • 84947402121 scopus 로고
    • Rectangular Confidence Regions for the Means of Multivariate Normal Distributions
    • Sidak, Z. (1967), “Rectangular Confidence Regions for the Means of Multivariate Normal Distributions,” Journal of the American Statistical Association, 62, 626-633.
    • (1967) Journal of the American Statistical Association , vol.62 , pp. 626-633
    • Sidak, Z.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.