CRAN/E | SIHR

SIHR

Statistical Inference in High Dimensional Regression

Installation

About

The goal of SIHR is to provide inference procedures in the high-dimensional setting for (1) linear functionals in generalized linear regression ('Cai et al.' (2019) , 'Guo et al.' (2020) , 'Cai et al.' (2021)), (2) conditional average treatment effects in generalized linear regression, (3) quadratic functionals in generalized linear regression ('Guo et al.' (2019) ). (4) inner product in generalized linear regression (5) distance in generalized linear regression.

github.com/prabrishar1/SIHR

Key Metrics

Version 2.0.1
Published 2023-04-09 238 days ago
Needs compilation? no
License GPL-3
CRAN checks SIHR results

Downloads

Last 24 hours 1 -89%
Last 7 days 63 +62%
Last 30 days 251 -3%
Last 90 days 733 -7%
Last 365 days 3.093 -15%

Maintainer

Maintainer

Zijian Guo

zijguo@stat.rutgers.edu

Authors

Prabrisha Rakshit
Zhenyu Wang
Tony Cai
Zijian Guo

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SIHR archive

Imports

CVXR
glmnet
stats