runsugs1D: The SUGS clustering algorithm by Wang and Dunson (2011) for 1...

In ococrook/sugsvarsel: SUGS algorithm of Wang and Dunson (2011), SUGS VarSel algorithm Crook et al.

Description

The SUGS clustering algorithm by Wang and Dunson (2011) for 1 dimensional data

Usage

runsugs1D(iter, mydata, Model)

Arguments

iter	The number of random orderings of the observations for which to run sugs
mydata	Data matrix with observations as rows
Model	Character string indicating whether to use PML, ML or both for model selection. "Both" defaults to PML.

Value

A matrix of cluster allocation, K the number of clusters, a matrix indicating the number of observations allocated to each cluster. The value of the model selection criteria either log PML, log ML or both and the random orderings used

ococrook/sugsvarsel documentation built on May 27, 2019, 12:12 p.m.