Dom-Owens-UoB/fnets: Factor-Adjusted Network Estimation and Forecasting for High-Dimensional Time Series

Implements methods for network estimation and forecasting of high-dimensional time series exhibiting strong serial and cross-sectional correlations under a factor-adjusted vector autoregressive model. See Barigozzi, Cho and Owens (2024) <doi:10.1080/07350015.2023.2257270> for further descriptions of FNETS methodology and Owens, Cho and Barigozzi (2024) <arXiv:2301.11675> accompanying the R package.

Getting started

Package details

MaintainerHaeran Cho <haeran.cho@bristol.ac.uk>
LicenseGPL (>= 3)
Version0.2.0
URL https://github.com/haeran-cho/fnets/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Dom-Owens-UoB/fnets")
Dom-Owens-UoB/fnets documentation built on Nov. 22, 2024, 7:09 a.m.