null hypotheses | Sciweavers

55

BMCBI
2010

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Validation and characterization of DNA microarray gene expression data distribution and associated moments

14 years 5 months ago

Background: The data from DNA microarrays are increasingly being used in order to understand effects of different conditions, exposures or diseases on the modulation of the expres...

Reuben Thomas, Luis de la Torre, Xiaoqing Chang, S...

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39

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BMCBI
2008

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Effects of dependence in high-dimensional multiple testing problems

14 years 5 months ago

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Background: We consider effects of dependence among variables of high-dimensional data in multiple hypothesis testing problems, in particular the False Discovery Rate (FDR) contro...

Kyung In Kim, Mark A. van de Wiel

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56

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BMCBI
2007

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Re-sampling strategy to improve the estimation of number of null hypotheses in FDR control under strong correlation structures

14 years 5 months ago

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Background: When conducting multiple hypothesis tests, it is important to control the number of false positives, or the False Discovery Rate (FDR). However, there is a tradeoff be...

Xin Lu, David L. Perkins

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