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DESCRIPTION
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Package: fnets
Type: Package
Title: Factor-Adjusted Network Estimation and Forecasting for High-Dimensional Time Series
Version: 0.2.0
Authors@R: c(
person("Matteo", "Barigozzi", email = "matteo.barigozzi@unibo.it", role = "aut"),
person("Haeran", "Cho", email = "haeran.cho@bristol.ac.uk", role = c("cre", "aut")),
person("Dom", "Owens", email = "dom.owens@bristol.ac.uk", role = "aut"))
Maintainer: Haeran Cho <haeran.cho@bristol.ac.uk>
BugReports: https://github.com/haeran-cho/fnets/issues
URL: https://github.com/haeran-cho/fnets/
Description: 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.
Depends: R (>= 4.1.0)
Imports:
lpSolve,
parallel,
doParallel,
foreach,
MASS,
fields,
igraph,
RColorBrewer,
glmnet,
methods,
Matrix,
Rcpp,
plyr
Encoding: UTF-8
LazyData: true
License: GPL (>= 3)
RoxygenNote: 7.3.1
Suggests:
testthat (>= 3.0.0)
Config/testthat/edition: 3
LinkingTo:
Rcpp