Package: SIMEXBoost
Type: Package
Title: Boosting Method for High-Dimensional Error-Prone Data
Version: 0.2.0
Authors@R: c(person("Bangxu", "Qiu", role = c("aut", "cre"),email = "1135427976@qq.com"),person("Li-Pang", "Chen", role = "aut") )
Description: 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).
License: GPL-2
Encoding: UTF-8
Imports: MASS
NeedsCompilation: yes
LazyData: false
Packaged: 2023-11-14 13:02:41 UTC; Li-Pang Chen
Author: Bangxu Qiu [aut, cre],
  Li-Pang Chen [aut]
Maintainer: Bangxu Qiu <1135427976@qq.com>
Repository: CRAN
Date/Publication: 2023-11-16 15:44:02 UTC
Built: R 4.6.0; ; 2026-04-27 03:19:19 UTC; unix
