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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, Tong Tong, John Landers and Zheyang Wu (2020) "TFisher: A powerful truncation and weighting procedure for combining p-values" <doi:10.1214/19-AOAS1302>.
Getting started
Browse package contents
Package details |
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| Author | Hong Zhang [aut], Zheyang Wu [aut, cre] |
| Maintainer | Zheyang Wu <zheyangwu@wpi.edu> |
| License | GPL-2 |
| Version | 0.2.1 |
| URL | https://github.com/ZWuLab/TFisher |
| Package repository | View on CRAN |
| Installation |
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