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Volumn 102, Issue 478, 2007, Pages 495-506

Estimating the null and the proportion of nonnull effects in large-scale multiple comparisons

Author keywords

Characteristic functions; Empirical characteristic function; Fourier coefficients; Multiple testing; Null distribution; Proportion of nonnull effects

Indexed keywords


EID: 34250721552     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214507000000167     Document Type: Article
Times cited : (155)

References (21)
  • 2
    • 0001677717 scopus 로고
    • Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
    • Benjamini, Y., and Hochberg, Y. (1995), "Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing," Journal of the Royal Statistical Society, Ser. B, 57, 289-300.
    • (1995) Journal of the Royal Statistical Society, Ser. B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 4
    • 42149119609 scopus 로고    scopus 로고
    • Estimation and Confidence Sets for Sparse Normal Mixtures
    • in press
    • Cai, T., Jin, J., and Low, M. (2007), "Estimation and Confidence Sets for Sparse Normal Mixtures," The Annals of Statistics, in press.
    • (2007) The Annals of Statistics
    • Cai, T.1    Jin, J.2    Low, M.3
  • 5
    • 0037276175 scopus 로고    scopus 로고
    • Statistical Tests for Different Expression in cDNA Microarray Experiments
    • Cui, X., and Churchill, G. (2003), "Statistical Tests for Different Expression in cDNA Microarray Experiments," Genome Biology, 4, 210.
    • (2003) Genome Biology , vol.4 , pp. 210
    • Cui, X.1    Churchill, G.2
  • 6
    • 23744475601 scopus 로고    scopus 로고
    • Higher Criticism for Detecting Sparse Heterogeneous Mixtures
    • Donoho, D., and Jin, J. (2004), "Higher Criticism for Detecting Sparse Heterogeneous Mixtures," The Annals of Statistics, 32, 962-994.
    • (2004) The Annals of Statistics , vol.32 , pp. 962-994
    • Donoho, D.1    Jin, J.2
  • 7
    • 2142732441 scopus 로고    scopus 로고
    • Large-Scale Simultaneous Hypothesis Testing: The Choice of a Null Hypothesis
    • Efron, B. (2004), "Large-Scale Simultaneous Hypothesis Testing: The Choice of a Null Hypothesis," Journal of the American Statistical Association, 99, 96-104.
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 96-104
    • Efron, B.1
  • 9
    • 0000867838 scopus 로고
    • On the Optimal Rates of Convergence for Nonparametric Deconvolution Problems
    • Fan, J. (1991), "On the Optimal Rates of Convergence for Nonparametric Deconvolution Problems," The Annals of Statistics, 19, 1257-1272.
    • (1991) The Annals of Statistics , vol.19 , pp. 1257-1272
    • Fan, J.1
  • 10
    • 10844286757 scopus 로고    scopus 로고
    • A Stochastic Process Approach to False Discovery Control
    • Genovese, C., and Wasserman, L. (2004), "A Stochastic Process Approach to False Discovery Control," The Annals of Statistics, 32, 1035-1061.
    • (2004) The Annals of Statistics , vol.32 , pp. 1035-1061
    • Genovese, C.1    Wasserman, L.2
  • 11
    • 0035931947 scopus 로고    scopus 로고
    • Gene Expression Profiles in Hereditary Breast Cancer
    • Hedenfalk, I., Duggen, D., Chen, Y., et al. (2001), "Gene Expression Profiles in Hereditary Breast Cancer," New England Journal of Medicine, 344, 539-548.
    • (2001) New England Journal of Medicine , vol.344 , pp. 539-548
    • Hedenfalk, I.1    Duggen, D.2    Chen, Y.3
  • 12
  • 13
    • 34250715745 scopus 로고    scopus 로고
    • Proportion of Nonzero Normal Means: Universal Oracle Equivalences and Uniformly Consistent Estimations
    • Purdue University, Statistics Department
    • Jin, J. (2006), "Proportion of Nonzero Normal Means: Universal Oracle Equivalences and Uniformly Consistent Estimations," technical report, Purdue University, Statistics Department.
    • (2006) technical report
    • Jin, J.1
  • 14
    • 34250780958 scopus 로고    scopus 로고
    • Jin, J., and Cai, T. (2006), Estimating the Null and the Proportion of Non-Null Effects in Large-Scale Multiple Comparisons, available at arXiv:math.ST/0611108 and http://www.amstat.org/publications/jasa/ supplemental_materials/.
    • Jin, J., and Cai, T. (2006), "Estimating the Null and the Proportion of Non-Null Effects in Large-Scale Multiple Comparisons," available at arXiv:math.ST/0611108 and http://www.amstat.org/publications/jasa/ supplemental_materials/.
  • 15
    • 0036012343 scopus 로고    scopus 로고
    • Replicated Microarray Data
    • Lönnstedt, I., and Speed, T. (2002), "Replicated Microarray Data," Statistica Sinica, 12, 31-46.
    • (2002) Statistica Sinica , vol.12 , pp. 31-46
    • Lönnstedt, I.1    Speed, T.2
  • 17
    • 27944433393 scopus 로고    scopus 로고
    • Estimating the Proportion of False Null Hypotheses Among a Large Number of Independent Tested Hypotheses
    • Meinshausen, M., and Rice, J. (2006), "Estimating the Proportion of False Null Hypotheses Among a Large Number of Independent Tested Hypotheses," The Annals of Statistics, 34, 373-393.
    • (2006) The Annals of Statistics , vol.34 , pp. 373-393
    • Meinshausen, M.1    Rice, J.2
  • 18
    • 34147123145 scopus 로고    scopus 로고
    • The Optimal Discovery Procedure for Large-Scale Significance Testing, With Applications to Comparative Microarray Experiments
    • in press
    • Storey, J. D., Dai, J. Y., and Leek, J. T. (2007), "The Optimal Discovery Procedure for Large-Scale Significance Testing, With Applications to Comparative Microarray Experiments," Biostatistics, in press.
    • (2007) Biostatistics
    • Storey, J.D.1    Dai, J.Y.2    Leek, J.T.3
  • 19
    • 0033243850 scopus 로고    scopus 로고
    • The Limiting Behavior of a Modified Maximal Symmetric 2s-Spacing With Applications
    • Swanepoel, J. W. H. (1999), "The Limiting Behavior of a Modified Maximal Symmetric 2s-Spacing With Applications," The Annals of Statistics, 27, 24-35.
    • (1999) The Annals of Statistics , vol.27 , pp. 24-35
    • Swanepoel, J.W.H.1
  • 21
    • 0002055609 scopus 로고
    • Fourier Methods for Estimating Mixing Densities and Distributions
    • Zhang, C.-H. (1990), "Fourier Methods for Estimating Mixing Densities and Distributions," The Annals of Statistics, 18, 806-831.
    • (1990) The Annals of Statistics , vol.18 , pp. 806-831
    • Zhang, C.-H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.