mixFun: Model Based Clustering Routines

Description Arguments Details Value Author(s) Examples

Description

Functions for the fitting of the mixture model. They represent an example for the user to write his own. The returned function must be in the form

mixture(xx)

Arguments

xx

A matrix with p columns

Details

mixmodMix is still work in progress...

Value

Returns a list with components:

alpha

Vector of Cluster Proportions

muHat

Matrix with cluster means by rows. Dimensions GXp.

SigmaHat

Array of Variance-Covariance matrix. Dimensions pXpXG.

G

Number of components.

cluster

Labels vector.

Author(s)

Luca Pozzi, p.luc@stat.berkeley.edu

Examples

1
2
# mclustMix(G = 2:9)(cbind(rnorm(100),rnorm(100)))
# mixmodMix(G = 1)(cbind(rnorm(100),rnorm(100)))

thq80/Cornuet_2012_Adaptive-Mutiple-IS documentation built on May 21, 2019, 9:23 a.m.