ANOVA Testing, Multiplicity Adjustment, Aggregating and Hierarchical Adjustment
1 2 | samp2.sigHierarchy(j, x, y, hierarchy, family, test, x.notest, B, allSamp1.ids,
allActSet.ids, upper.p, max.p.esti, gamma, hl.count, cores)
|
j |
Index for cluster (mclapply index). |
x |
Design matrix, of dimension n x p. |
y |
Vector of quantitative response variable. |
hierarchy |
A hierarchy object. |
family |
Distribution family of |
test |
name of test. |
x.notest |
Vector of indeces of non tested variabels. |
B |
Number of sample-splits. |
allSamp1.ids |
List of subsampels. |
allActSet.ids |
List of active sets. |
upper.p |
P value upper huerarchy level of the clusters variables. |
max.p.esti |
Maximum alpha level. All p-values above this value are set to one. Small max.p.esti values reduce computing time. |
gamma |
Vector of gamma-values. |
hl.count |
Hierarchy level counter for parallelism. |
cores |
Number of cores for parallelising. |
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