mle_net

data

<p>Given structure of precision matrix</p>

priori

For high-dimensional correlated observations, this package carries out the L_1 penalized maximum likelihood
estimation of the precision matrix (network) and the correlation parameters. The correlated data can be
longitudinal data (may be irregularly spaced) with dampening correlation or clustered data with uniform correlation.
For the details of the algorithms, please see the paper Jie Zhou et al. Identifying Microbial Interaction Networks Based on Irregularly Spaced
Longitudinal 16S rRNA sequence data <doi:10.1101/2021.11.26.470159>.

Jie Zhou

lglasso

Longitudinal Graphical Lasso

Jiang Gui

Weston Viles

Anne Hoen

mle_net function

Title — mle_net

Title

mle_net: Title

Description

Usage

Arguments

Value