R: Longitudinal Graphical Lasso

# Longitudinal Graphical Lasso

## Documentation for package ‘lglasso’ version 0.1.0

- DESCRIPTION file
- Package README

## Help Pages

heterlongraph | Estimates of correlation parameters and precision matrix
homolongraph | Estiamte of precision matrix and autocorrelaton parameter for homogeneous model
iss | Quasi covariance matrix for subject i
lglasso | Graphical Lasso for Longitudinal Data
lli_homo | full log likelihood used in EBIC computation
ll_homo | Value of likelihood function at given parameter
logdensity | Complete likelihood function used in EM algorithm of heterogeneous marginal graphical lasso model
mle | Maximum Likelihood Estimate of Precision Matrix and Correlation Parameters for Given Network
mle_alpha | Maximum likelihood estimate of correlation parameter for given structure of precision matrix
mle_net | Title
mle_tau | Estiamte of precision matrix and autocorrelaton parameter for homogeneous model
phifunction | Construct the temporal component fo correlation function
sample_data | Sample Data