SIMEXBoost: Boosting Method for High-Dimensional Error-Prone Data

Implementation of the boosting procedure with the simulation and extrapolation approach to address variable selection and estimation for (ultra)high-dimensional data subject to measurement error in predictors. Some relevant references include Chen, L.-P. and Yi, G. Y. (2021) <doi:10.1111/biom.13331>, Hastie, T., Tibshirani, R. and Friedman, J. (2008, ISBN:978-0387848570), and Yi, G. Y. (2017, ISBN:978-1493966387).

Version: 0.1.0
Imports: MASS
Published: 2022-02-03
Author: Bangxu Qiu and Li-Pang Chen
Maintainer: Bangxu Qiu <qiubangxu at>
License: GPL-2
NeedsCompilation: yes
CRAN checks: SIMEXBoost results


Reference manual: SIMEXBoost.pdf


Package source: SIMEXBoost_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): SIMEXBoost_0.1.0.tgz, r-oldrel (arm64): SIMEXBoost_0.1.0.tgz, r-release (x86_64): SIMEXBoost_0.1.0.tgz, r-oldrel (x86_64): SIMEXBoost_0.1.0.tgz


Please use the canonical form to link to this page.