jglfit: Example data set for generating simulated data sets.

Description Usage Format Value Examples

Description

This is the output of applying New-JGL to the gene expression data set used in Gao et al. (2016).

Usage

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Format

A data frame with 0 observations on the following 2 variables.

x

a numeric vector

y

a numeric vector

Value

A list with the following elements:

pie

A vector of the mixing proportion of each component in the model.


mu

A matrix that contains the mean of each component in the model in each row.


covinv

A list that contains the precision matrices for each component in the model.


membership

The class assignment for each observation.


par

The optimal value of lambda_1 and lambda_2.


Examples

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# load data set

data(jglfit)

# mixing proportion
jglfit$pie

# dimension of an estimated precision matrix
dim(jglfit$covinv[[1]])

pGMGM documentation built on May 2, 2019, 11:55 a.m.