cleanZ: clean the structure of correlations Z (if BIC improved)

In CorReg: Linear Regression Based on Linear Structure Between Variables

Description

clean the structure of correlations Z (if BIC improved)

Usage

cleanZ(X = X, Z = Z, Bic_null_vect = Bic_null_vect, methode = 1,
  plot = F, verbose = 1, star = FALSE)

Arguments

X	the dataset
Z	binary adjacency matrix of the structure (size p)
Bic_null_vect	the BIC of the null hypothesis (used for independent variables)
methode	parameter for OLS (matrix inversion) methode_BIC parameter for OLS (matrix inversion) 1:householderQr, 2:colPivHouseholderQr
plot	if TRUE returns the vector of BIC for each step
verbose	0:none, 1:BIC,step and complexity when best BIC found 2:BIC, step, complexity, nb candidates and best candidate when best BIC found
star	boolean defining wether classical BIC or BIC* is computed

CorReg documentation built on Sept. 6, 2019, 3 a.m.