The simulation function for low/high dimensional space.

Source: R/simulation.R

The simulation function for low/high dimensional space.

simu_func(beta, sigma, alpha = NULL, n = 400)

Arguments

beta

The slope vector for low dimensional space or matrix for high dimensional space.

sigma

A vector whose k-th element is the standard deviation for the k-th regression component.

alpha

The parameter to control the number of outliers for low dimensional space.

n

The sample number for high dimensional data.

Value

A list object.