We provide the cumulative distribution function (CDF), quantile, and statistical power calculator for a collection of thresholding Fisher's p-value combination methods, including Fisher's p-value combination method, truncated product method and, in particular, soft-thresholding Fisher's p-value combination method which is proven to be optimal in some context of signal detection. The p-value calculator for the omnibus version of these tests are also included. For reference, please see Hong Zhang and Zheyang Wu. "Optimal Thresholding of Fisher's P-value Combination Tests for Signal Detection", submitted.
|Author||Hong Zhang and Zheyang Wu|
|Date of publication||2017-11-07 12:55:41 UTC|
|Maintainer||Hong Zhang <[email protected]>|
|Package repository||View on CRAN|
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