hit (version 0.3.1)

samp2.sigHierarchy: Variabel Testing along the hierarchy

Description

ANOVA Testing, Multiplicity Adjustment, Aggregating and Hierarchical Adjustment

Usage

samp2.sigHierarchy(j, x, y, hierarchy, family, test, x.notest, B, allSamp1.ids, allActSet.ids, upper.p, max.p.esti, gamma, hl.count, cores)

Arguments

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 y.

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.