Package: robustsur 0.0-8
robustsur: Robust Estimation for Seemingly Unrelated Regression Models
Data sets are often corrupted by outliers. When data are multivariate outliers can be classified as case-wise or cell-wise. The latters are particularly challenge to handle. We implement a robust estimation procedure for Seemingly Unrelated Regression Models which is able to cope well with both type of outliers. Giovanni Saraceno, Fatemah Alqallaf, Claudio Agostinelli (2021) <doi:10.48550/arXiv.2107.00975>.
Authors:
robustsur_0.0-8.tar.gz
robustsur_0.0-8.zip(r-4.7)robustsur_0.0-8.zip(r-4.6)robustsur_0.0-8.zip(r-4.5)
robustsur_0.0-8.tgz(r-4.6-any)robustsur_0.0-8.tgz(r-4.5-any)
robustsur_0.0-8.tar.gz(r-4.7-any)robustsur_0.0-8.tar.gz(r-4.6-any)
robustsur_0.0-8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
robustsur/json (API)
| # Install 'robustsur' in R: |
| install.packages('robustsur', repos = c('https://claudioagostinelli.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:003530faea. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 148 | ||
| source / vignettes | OK | 209 | ||
| linux-release-x86_64 | OK | 181 | ||
| macos-release-arm64 | OK | 101 | ||
| macos-oldrel-arm64 | OK | 131 | ||
| windows-devel | OK | 114 | ||
| windows-release | OK | 106 | ||
| windows-oldrel | OK | 118 | ||
| wasm-release | OK | 120 |
Exports:eigenkroneckersurerob
Dependencies:cellWiseclicpp11DEoptimRfarverggplot2gluegridExtraGSEgtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmvtnormpcaPPplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangrobreg3SrobustbaserrcovS7scalesshapestringistringrsvdvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Spectral Decomposition of a kronecker product of a matrix with an identity matrix | eigenkronecker |
| Summary of surerob estimation | print.summary.surerob summary.surerob |
| Robust estimation for Seemingly Unrelated Regression Models | print.surerob surerob |
