generate_SN: Generate two samples data from skew-normal distributions

In QuadratiK: Collection of Methods Constructed using Kernel-Based Quadratic Distances

Generate two samples data from skew-normal distributions

Description

This function generates data from skew-normal distributions with the specified parameters of means and covariance matrices.

Usage

generate_SN(d, size_x, size_y, mu_x, mu_y, sigma_x, sigma_y, skewness_y)

Arguments

d	number of dimensions.
size_x	the number of observations for sample X
size_y	the number of observations for sample Y
mu_x	the mean of X
mu_y	the mean of Y
sigma_x	the standard deviation of X
sigma_y	the standard deviation of Y
skewness_y	the skewness of Y (the skewness of X is set to zero).

Value

a list containing the generated X and Y data sets.

QuadratiK documentation built on Oct. 29, 2024, 5:08 p.m.