SIHR: Statistical Inference in High Dimensional Regression

Inference procedures in the high-dimensional setting for (1) linear functionals in generalized linear regression ('Cai et al.' (2019) <arXiv:1904.12891>, 'Guo et al.' (2020) <arXiv:2012.07133>, 'Cai et al.' (2021)), (2) individual treatment effects in generalized linear regression, (3) quadratic functionals in generalized linear regression ('Guo et al.' (2019) <arXiv:1909.01503>).

Version: 1.1.0
Imports: CVXR, glmnet, stats
Published: 2022-09-26
Author: Prabrisha Rakshit, Zhenyu Wang, Tony Cai, Zijian Guo
Maintainer: Zijian Guo <zijguo at>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: SIHR results


Reference manual: SIHR.pdf


Package source: SIHR_1.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): SIHR_1.1.0.tgz, r-oldrel (arm64): SIHR_1.1.0.tgz, r-release (x86_64): SIHR_1.1.0.tgz, r-oldrel (x86_64): SIHR_1.1.0.tgz
Old sources: SIHR archive


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