Optimal Thresholding Fisher's P-Value Combination Method
CDF of thresholding Fisher's p-value combination statistic under the n...
CDF of omnibus truncated product method statistic under the null hypot...
CDF of truncated product method statistic under the null hypothesis.
Statistical power of soft-thresholding Fisher's p-value combination te...
Statistical power of thresholding Fisher's p-value combination test un...
Statistical power of truncated product method test under Gaussian mixt...
Quantile of soft-thresholding Fisher's p-value combination statistic u...
Quantile of thresholding Fisher's p-value combination statistic under ...
Quantile of truncated product method statistic under the null hypothes...
Construct omnibus soft-thresholding Fisher's p-value combination stati...
Construct soft-thresholding Fisher's p-value combination statistic.
CDF of omnibus soft-thresholding Fisher's p-value combination statisti...
CDF of soft-thresholding Fisher's p-value combination statistic under ...
CDF of omnibus thresholding Fisher's p-value combination statistic und...
Construct omnibus thresholding Fisher's (TFisher) p-value combination ...
Construct thresholding Fisher's p-value combination statistic.
Construct omnibus truncated product method statistic.
Construct truncated product method statistic.
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. "TFisher Tests: Optimal and Adaptive Thresholding for Combining p-Values", submitted.