Selection from hierarchical testing with FDR control
Select groups from hierarchical testing procedure with FDR control (hierarchicalFDR)
output of hierarchicalFDR function
control level for test
if FALSE the provided alpha is the desired level control for each family.
if TRUE, the FDR is controlled only on outer node (rejected groups without rejected children) . If FALSE, it is controlled on the full tree.
See the reference for mode details about the method.
If each family is controlled at a level alpha, we have the following control : FDR control of full tree : alpha * delta * 2 (delta = 1.44) FDR control of outer node : alpha * L * delta * 2 (delta = 1.44)
a list containing :
vector of boolean. TRUE if the group is selected
Names of groups
control level for each family of hypothesis
control level for the tree (full tree or outer node)
Yekutieli, Daniel. "Hierarchical False Discovery Rate-Controlling Methodology." Journal of the American Statistical Association 103.481 (2008): 309-16.
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