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LSVAR.Rmdusingknitr::rmarkdown
Peiliang Bai
Implementations of estimation algorithm of low rank plus sparse structured VAR model by using Fast Iterative Shrinkage-Thresholding Algorithm (FISTA). It relates to the algorithm in Sumanta, Li, and Michailidis (2019) <doi:10.1109/TSP.2018.2887401>.
Authors:Peiliang Bai [aut, cre]
LSVAR_1.2.tar.gz
LSVAR_1.2.zip(r-4.7-any)LSVAR_1.2.zip(r-4.6-any)LSVAR_1.2.zip(r-4.5-any)
LSVAR_1.2.tgz(r-4.6-any)LSVAR_1.2.tgz(r-4.5-any)
LSVAR_1.2.tar.gz(r-4.7-any)LSVAR_1.2.tar.gz(r-4.6-any)
LSVAR_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
LSVAR/json (API)
| # Install 'LSVAR' in R: |
| install.packages('LSVAR', repos = c('https://peiliangbai92.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/peiliangbai92/lsvar/issues
4.60 score 4 stars 4 scripts 266 downloads 3 exports 13 dependencies
Last updated from:a712441253. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 112 | ||
| source / vignettes | OK | 169 | ||
| linux-release | OK | 108 | ||
| macos-release | OK | 146 | ||
| macos-oldrel | OK | 160 | ||
| windows-devel | OK | 69 | ||
| windows-release | OK | 71 | ||
| windows-oldrel | OK | 68 | ||
| wasm-release | OK | 90 |
Exports:fista.LpSplot_networktestVAR
Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixmvtnormpkgconfigpracmarlangvctrs
LSVAR.Rmdusingknitr::rmarkdownLast update: 2021-05-27
Started: 2021-05-27
my-vignette.Rmdusingknitr::rmarkdownLast update: 2021-05-22
Started: 2021-05-22
| Help page | Topics |
|---|---|
| Main loss function for quardratic loss | f.func |
| A function to solve low rank plus sparse model estimation using FISTA algorithm | fista.LpS |
| Gradient function of quardratic loss | gradf.func |
| Nuclear norm penalty for low-rank component | nuclear.pen |
| Objective function | obj.func |
| plot sparse component for use igraph and network layout | plot_network |
| Proximal function with nuclear norm penalty updating | prox.nuclear.func |
| Proximal function with l1-norm penalty updating | prox.sparse.func |
| An auxiliary function in FISTA algorithm | Q.func |
| Shrinkage function for sparse soft-thresholding | shrinkage |
| Shrinkage function for low-rank soft-thresholding | shrinkage.lr |
| L1-norm penalty for sparse component | sparse.pen |
| Summary of LSVAR S3 class | summary.LSVAR |
| Function to generate a VAR process | testVAR |