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Original Articles

FDR control under block dependence

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Pages 6468-6474 | Received 02 Jan 2016, Accepted 20 Jun 2016, Published online: 12 Apr 2017

References

  • Benjamini, Y., Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society. Series B 57:289–300.
  • Benjamini, Y., Krieger, A., Yekutieli, D. (2006). Adaptive linear step-up procedures that control the false discovery rate. Biometrika 93:491–507.
  • Benjamini, Y., Yekutieli, D. (2001). The control of the false discovery rate in multiple testing under dependency. Annals of Statistics 29:1165–1188.
  • Blanchard, G., Roquain, E. (2009). Adaptive FDR control under independence and dependence. Journal of Machine Learning 29:2837–2871.
  • Guo, W., Sarkar, S. (2013). Adaptive controls of FWER and FDR under block dependence. Working paper, available at http://web.njit.edu/∼wguo/research.html.
  • Guo, W., Sarkar, S., Peddada, S. (2010). Controlling false discoveries in multidimensional directional decisions, with applications to gene expression data on ordered categories. Biometrics 66:485–492.
  • Sun, W., Wei, Z. (2011). Multiple testing for pattern identification, with applications to microarray time course experiments. Journal of the American Statistical Association 106:73–88.

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