Description Usage Arguments Details Value References Examples
Construct thresholding Fisher's p-value combination statistic.
1 | stat.tfisher(p, tau1, tau2)
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p |
- input p-values. |
tau1 |
- truncation parameter. 0 < tau1 <= 1. |
tau2 |
- normalization parameter. tau2 >= tau1. |
Let p_{i}, i = 1,...,n be a sequence of p-values, the thresholding Fisher's p-value combination statistic
TFisher = ∑_{i=1}^n -2\log(p_i/τ_2)I(p_i≤qτ_2)
Thresholding Fisher's p-value combination statistic.
1. Hong Zhang and Zheyang Wu. "TFisher Tests: Optimal and Adaptive Thresholding for Combining p-Values", submitted.
1 2 | pval <- runif(100)
stat.tfisher(p=pval, tau1=0.05, tau2=0.25)
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