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Estimating the Null Distribution to Adjust Observed Confidence Levels for Genome-Scale Screening

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  • David R. Bickel

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  • David R. Bickel, 2011. "Estimating the Null Distribution to Adjust Observed Confidence Levels for Genome-Scale Screening," Biometrics, The International Biometric Society, vol. 67(2), pages 363-370, June.
    • Handle: RePEc:bla:biomet:v:67:y:2011:i:2:p:363-370
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    File URL: http://hdl.handle.net/10.1111/j.1541-0420.2010.01491.x
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    References listed on IDEAS

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    1. Salas-Gonzalez Diego & Kuruoglu Ercan E & Ruiz Diego P, 2009. "Modelling and Assessing Differential Gene Expression Using the Alpha Stable Distribution," The International Journal of Biostatistics, De Gruyter, vol. 5(1), pages 1-24, May.
    2. J. F. Lawless & Marc Fredette, 2005. "Frequentist prediction intervals and predictive distributions," Biometrika, Biometrika Trust, vol. 92(3), pages 529-542, September.
    3. Efron, Bradley, 2004. "Large-Scale Simultaneous Hypothesis Testing: The Choice of a Null Hypothesis," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 96-104, January.
    4. Bickel David R., 2004. "Error-Rate and Decision-Theoretic Methods of Multiple Testing: Which Genes Have High Objective Probabilities of Differential Expression?," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 3(1), pages 1-22, May.
    5. Debashis Ghosh, 2006. "Shrunken p-Values for Assessing Differential Expression with Applications to Genomic Data Analysis," Biometrics, The International Biometric Society, vol. 62(4), pages 1099-1106, December.
    6. Yoav Benjamini & Daniel Yekutieli, 2005. "False Discovery Rate-Adjusted Multiple Confidence Intervals for Selected Parameters," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 71-81, March.
    7. Tore Schweder & Nils Lid Hjort, 2002. "Confidence and Likelihood," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 29(2), pages 309-332, June.
    8. Bickel David R., 2008. "Correcting the Estimated Level of Differential Expression for Gene Selection Bias: Application to a Microarray Study," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 7(1), pages 1-27, March.
    9. Efron, Bradley, 2007. "Correlation and Large-Scale Simultaneous Significance Testing," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 93-103, March.
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    Cited by:

    1. Bickel David R., 2013. "Simple estimators of false discovery rates given as few as one or two p-values without strong parametric assumptions," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 12(4), pages 529-543, August.
    2. David R. Bickel, 2021. "The sufficiency of the evidence, the relevancy of the evidence, and quantifying both with a single number," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(4), pages 1157-1174, October.
    3. David R. Bickel, 2014. "Small-scale Inference: Empirical Bayes and Confidence Methods for as Few as a Single Comparison," International Statistical Review, International Statistical Institute, vol. 82(3), pages 457-476, December.

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