The goal of SIHR is to provide inference procedures in the high-dimensional generalized linear regression setting for: (1) linear functionals <doi:10.48550/arXiv.1904.12891> <doi:10.48550/arXiv.2012.07133>, (2) conditional average treatment effects, (3) quadratic functionals <doi:10.48550/arXiv.1909.01503>, (4) inner product, (5) distance.
Version: | 2.1.0 |
Imports: | CVXR, glmnet, stats |
Suggests: | knitr, rmarkdown, R.rsp |
Published: | 2024-04-24 |
DOI: | 10.32614/CRAN.package.SIHR |
Author: | Zhenyu Wang [aut], Prabrisha Rakshit [aut], Tony Cai [aut], Zijian Guo [aut, cre] |
Maintainer: | Zijian Guo <zijguo at stat.rutgers.edu> |
BugReports: | https://github.com/zywang0701/SIHR/issues |
License: | GPL-3 |
URL: | https://zywang0701.github.io/SIHR/ |
NeedsCompilation: | no |
Citation: | SIHR citation info |
Materials: | README |
CRAN checks: | SIHR results |
Reference manual: | SIHR.pdf |
Vignettes: |
Quick Start to SIHR Intro of Methods Intro of Usage |
Package source: | SIHR_2.1.0.tar.gz |
Windows binaries: | r-devel: SIHR_2.1.0.zip, r-release: SIHR_2.1.0.zip, r-oldrel: SIHR_2.1.0.zip |
macOS binaries: | r-release (arm64): SIHR_2.1.0.tgz, r-oldrel (arm64): SIHR_2.1.0.tgz, r-release (x86_64): SIHR_2.1.0.tgz, r-oldrel (x86_64): SIHR_2.1.0.tgz |
Old sources: | SIHR archive |
Reverse imports: | MaximinInfer |
Please use the canonical form https://CRAN.R-project.org/package=SIHR to link to this page.