The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Implementation of the boosting procedure with the simulation and extrapolation approach to address variable selection and estimation for high-dimensional data subject to measurement error in predictors. It can be used to address generalized linear models (GLM) in Chen (2023) <doi:10.1007/s11222-023-10209-3> and the accelerated failure time (AFT) model in Chen and Qiu (2023) <doi:10.1111/biom.13898>. Some relevant references include Chen and Yi (2021) <doi:10.1111/biom.13331> and Hastie, Tibshirani, and Friedman (2008, ISBN:978-0387848570).
| Version: | 0.2.0 |
| Imports: | MASS |
| Published: | 2023-11-16 |
| DOI: | 10.32614/CRAN.package.SIMEXBoost |
| Author: | Bangxu Qiu [aut, cre], Li-Pang Chen [aut] |
| Maintainer: | Bangxu Qiu <1135427976 at qq.com> |
| License: | GPL-2 |
| NeedsCompilation: | yes |
| CRAN checks: | SIMEXBoost results |
| Reference manual: | SIMEXBoost.pdf |
| Package source: | SIMEXBoost_0.2.0.tar.gz |
| Windows binaries: | r-devel: SIMEXBoost_0.2.0.zip, r-release: SIMEXBoost_0.2.0.zip, r-oldrel: SIMEXBoost_0.2.0.zip |
| macOS binaries: | r-release (arm64): SIMEXBoost_0.2.0.tgz, r-oldrel (arm64): SIMEXBoost_0.2.0.tgz, r-release (x86_64): SIMEXBoost_0.2.0.tgz, r-oldrel (x86_64): SIMEXBoost_0.2.0.tgz |
| Old sources: | SIMEXBoost archive |
Please use the canonical form https://CRAN.R-project.org/package=SIMEXBoost to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.