Usage
samp2.sigHierarchy(cIndex, level, upper.p, x, y, allSamp1.ids, allActSet.ids,
x.nonTested, hierarchy, max.p.esti, B, gamma, cores)
Arguments
cIndex
Index for cluster (mclapply index).
level
Hierarchy level counter for parallelism
upper.p
P value upper huerarchy level of the clusters variables.
x
Design matrix, of dimension n x p.
y
Vector of quantitative response variable.
allSamp1.ids
List of subsampels.
allActSet.ids
List of active sets.
x.nonTested
Vector of indeces of non tested variabels.
hierarchy
A hierarchy object
max.p.esti
Maximum alpha level. All p-values above this value are set
to one. Small max.p.esti values reduce computing time.
B
Number of sample-splits.
gamma
Vector of gamma-values.
cores
Number of cores for parallelising.