exampledata: Data for simulation example 1

In singR: Simultaneous Non-Gaussian Component Analysis

Data for simulation example 1

Description

Data for simulation example 1

Usage

exampledata

Format

A data list with 10 subsets:

dX

original data matrix for X with n x px, 48x3602

dY

original data matrix for Y with n x py, 48x4950

mj

true mj matrix, n x rj, 48x2

sIx

true S matrix of independent non-Gaussian components in X, ri_x x px, 2x3602

sIy

true S matrix of independent non-Gaussian components in Y, ri_y x py, 2x4950

sjx

true S matrix of joint non-Gaussian components in X, rj x px, 2x3602

sjy

true S matrix of joint non-Gaussian components in Y, rj x py, 2x4950

snr

signal to noise ratio

R2x

R2 for x data

R2y

R2 for y data

singR documentation built on May 29, 2024, 7:30 a.m.