kmmNames: Create a vector of Kernel mixture model (KMM) names.

In MixAll: Clustering and Classification using Model-Based Mixture Models

Description

In a Kernel mixture model, sssumptions on the proportions and standard deviations give rise to 4 models:

1. Proportions can be equal or free.

2. Standard deviations are equal or free for all clusters.

Usage

kmmNames(prop = "all", sdBetweenCluster = "all")

kmmValidModelNames(names)

kmmValidKernelNames(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 with the names to check

Details

The model names are summarized in the following array:

Model Name	Proportions	s. d. between clusters
kmm_p_sk	equal	Free
kmm_p_s	equal	Equal
kmm_pk_sk	equal	Free
kmm_pk_s	equal	Equal

Value

A vector of character with the model names.

TRUE if the names in the vector names are valid, FALSE otherwise.

Examples

kmmNames()
## same as c("kmm_p_sk")
kmmNames( prop = "equal", sdBetweenCluster= "free")

MixAll documentation built on Sept. 7, 2019, 3 a.m.