MixAll (version 1.2.0)

clusterKernelNames: Create a vector of Kernel mixture model names.

Description

In a diagonal Kernel mixture model, we can assume that

1. The proportions can be equal or free.
2. The standard deviations can be equal or free for all the clusters.

This give rise to four models.

check if a vector of kernel mixture model name is correct.

Usage

clusterKernelNames(prop = "all", sdBetweenCluster = "all")
clusterValidKernelNames(names)

Arguments

prop

A character string equal to "equal", "free" or "all". Default is "all".

sdBetweenCluster

A character string equal to "equal", "free" or "all". Default is "all".

names

a vector of character

Value

A vector of character with the model names.

Details

The model names are summarized in the following array:

Model Name	Proportions
s.d. between clusters	kernelGaussian_p_sk
Equal	Free
kernelGaussian_p_s	Equal
Equal	kernelGaussian_pk_sk
Free	Free
kernelGaussian_pk_s	Free
Equal	Model Name

Examples

clusterKernelNames()
## same as c("kernelGaussian_p_sk", "kernelGaussian_pk_sk")
clusterKernelNames(prop="all", sdBetweenCluster= "free")