Description Usage Arguments Value Author(s) References See Also Examples
View source: R/interim_and_survival_package_functions.R
Function for estimating the Average Power Rate (APR), also called Sensitivity. Similar to the FDR estimator of Storey and Tibshirani (2003).
1 2 | estimateAPR(alpha, p_values, p_values_adjusted,
lambda = 0.5)
|
alpha |
the type I error level |
p_values |
the raw p-values from the tests at level alpha |
p_values_adjusted |
the p-values adjusted for multiple testing |
lambda |
a tuning parameter. Default value 0.5 as suggested by Storey and Tibshirany (2003) |
The estimated APR, which is a single value in [0,1]
Andreas Leha andreas.leha@med.uni-goettingen.de
Storey, J. D. and R. Tibshirani (2003): "Statistical significance for genomewide studies", Proceedings of the National Academy of Sciences of the United States of America, 100, 9440-9445.
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