CorReg (version 1.0.5)

Y_generator: Response variable generator with a linear model

Description

Response variable generator with a linear model

Usage

Y_generator(X = X, Amax = NULL, sigma_Y = 10, positive = 0.6,
  Z = NULL, tp1 = 1, tp2 = 1, tp3 = 1, pb = 0)

Arguments

X

the dataset

Amax

maximum number of non-zero coefficients

sigma_Y

the standard deviation of the noise

positive

the ratio of positive coefficients

Z

the structure adjacency matrix

tp1

ratio of the right-side covariates in A

tp2

ratio of the left-side covariates in A

tp3

ratio of the totally independent covariates (if exists) in A

pb

kind of problem : 0=none, 1=simple, 2=strong