Research Article

A Computationally Efficient, Exploratory Approach to Brain Connectivity Incorporating False Discovery Rate Control, A Priori Knowledge, and Group Inference

Algorithm 2

FDR setup [6].
Input:  a set of values , and the threshold of the FDR
Output:   the set of rejected null hypotheses 
Sort the -values of hypothesis tests in the ascendant order as .
Let , and (or , depending on the assumption of the dependency among
the test statistics).
  while
            ,      ( )
  do
 Let .
  end while
Reject the null hypotheses associated with , and accept the null hypotheses associated with .