An array of list. Each element of the array
corresponds to one group, containing the test statistic, stored
as X, and the group size, stored as mg.
L
The number of Gaussian component under the alternative
hypothesis.
pi1
$\pi_1$, the probability that a group is significant.
pi2.1
$\pi_{2|1}$, the probability that an individual
null hypothesis is false given that the group is significant.
muL
a vector of means for all the components of the
Gaussian mixture.
sigmaL
a vector of standard deviation of all the
components of the Gaussian mixture.
cL
a vector of the probability for all the components of
the Gaussian mixture.
Value
This function returns an array of G lists where G is the number
of groups.
TSGroupTest[[g]]
in each element, the individual
conditional local fdr score ($ P(\theta_{gj}=0|x,
\theta_{g}=1)$), the group-wise local fdr score
($P(\theta_g=0|x)$), are stored.