R package TFisher: Optimal Thresholding Fisher’s P-Value Combination Method. 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.
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References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Zhang, Hong; Tong, Tiejun; Landers, John; Wu, Zheyang: TFisher: a powerful truncation and weighting procedure for combining (p)-values (2020)
- Hong Zhang, Tiejun Tong, John E Landers, Zheyang Wu: TFisher Tests: Optimal and Adaptive Thresholding for Combining p-Values (2018) arXiv