gherardovarando/clggm: Graphical Continuous Lyapunov Models

Estimation of covariance matrices as solutions of continuous time Lyapunov equations. Sparse coefficient matrix and diagonal noise are estimated with a proximal gradient method for an l1-penalized loss minimization problem. Varando G, Hansen NR (2020) <arXiv:2005.10483>.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.0.1.9999
URL https://github.com/gherardovarando/gclm
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("gherardovarando/clggm")
gherardovarando/clggm documentation built on April 17, 2023, 10:04 a.m.