Optimal Thresholding Fisher's P-Value Combination Method

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Documentation for package ‘TFisher’ version 0.2.0

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p.soft CDF of soft-thresholding Fisher's p-value combination statistic under the null hypothesis.
p.soft.omni CDF of omnibus soft-thresholding Fisher's p-value combination statistic under the null hypothesis.
p.tfisher CDF of thresholding Fisher's p-value combination statistic under the null hypothesis.
p.tfisher.omni CDF of omnibus thresholding Fisher's p-value combination statistic under the null hypothesis.
p.tpm CDF of truncated product method statistic under the null hypothesis.
p.tpm.omni CDF of omnibus truncated product method statistic under the null hypothesis.
power.soft Statistical power of soft-thresholding Fisher's p-value combination test under Gaussian mixture model.
power.tfisher Statistical power of thresholding Fisher's p-value combination test under Gaussian mixture model.
power.tpm Statistical power of truncated product method test under Gaussian mixture model.
q.soft Quantile of soft-thresholding Fisher's p-value combination statistic under the null hypothesis.
q.tfisher Quantile of thresholding Fisher's p-value combination statistic under the null hypothesis.
q.tpm Quantile of truncated product method statistic under the null hypothesis.
stat.soft Construct soft-thresholding Fisher's p-value combination statistic.
stat.soft.omni Construct omnibus soft-thresholding Fisher's p-value combination statistic.
stat.tfisher Construct thresholding Fisher's p-value combination statistic.
stat.tfisher.omni Construct omnibus thresholding Fisher's (TFisher) p-value combination statistic.
stat.tpm Construct truncated product method statistic.
stat.tpm.omni Construct omnibus truncated product method statistic.