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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 |
| 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 |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.