Learn R Programming

latentgraph (version 1.1)

Graphical Models with Latent Variables

Description

Three methods are provided to estimate graphical models with latent variables: (1) Jin, Y., Ning, Y., and Tan, K. M. (2020) (preprint available); (2) Chandrasekaran, V., Parrilo, P. A. & Willsky, A. S. (2012) ; (3) Tan, K. M., Ning, Y., Witten, D. M. & Liu, H. (2016) .

Copy Link

Version

Install

install.packages('latentgraph')

Monthly Downloads

52

Version

1.1

License

GPL-3

Maintainer

Yanxin Jin

Last Published

December 10th, 2020

Functions in latentgraph (1.1)

generate_Gaussian

Generate a Gaussian distributed data set
semilatent

Estimate Graphical Models with Latent Variables and Replicates
lvglasso

Estimate Gaussian Graphical Models with Latent Variables
corlatent

Graphical Models with Latent Variables and Correlated Replicates