data_generation: Data generation

In kusakehan/CLEMM: Package for paper CLEMM:Clustering and Envelope Mixture Models

Description

Generate model (M1)-(M5) from the simulation Section of the paper

Usage

data_generation(r, u, N, K, md, seed=999)

Arguments

r	Dimension of data
u	Envelope dimension
K	Selected number of clusters
md	Type of model in the paper, choose from 1 to 5
seed	Random seed for generation process, default 999

Value

mu	Clusters centers
Sigma	Clusters covariance
Gamma	Envelope subspace basis

Examples

set.seed(999)
K <- 4;r <- 15; u<- 2;N <- 1000;md=2
da <- data_generation(r, u, N, K, md)

kusakehan/CLEMM documentation built on May 24, 2019, 2:46 p.m.