Inference procedures in the high-dimensional setting for (1) linear functionals and quadratic functionals in linear regression ('Cai et al.' (2019) <arXiv:1904.12891>, 'Guo et al.' (2019) <arXiv:1909.01503>), (2) linear functional in logistic regression ('Guo et al.' <arXiv:2012.07133>), (3) individual treatment effects in linear and logistic regression.
Version: | 0.1.0 |
Imports: | CVXR, Matrix, glmnet, Rdpack, scalreg, qpdf |
Suggests: | knitr, rmarkdown, MASS |
Published: | 2021-06-14 |
Author: | Prabrisha Rakshit [aut, cre], Tony Cai [aut], Zijian Guo [aut] |
Maintainer: | Prabrisha Rakshit <prabrisha.rakshit at rutgers.edu> |
BugReports: | https://github.com/prabrishar1/SIHR/issues |
License: | GPL-3 |
URL: | https://github.com/prabrishar1/SIHR |
NeedsCompilation: | no |
Materials: | README |
CRAN checks: | SIHR results |
Reference manual: | SIHR.pdf |
Vignettes: |
SIHR |
Package source: | SIHR_0.1.0.tar.gz |
Windows binaries: | r-devel: SIHR_0.1.0.zip, r-release: SIHR_0.1.0.zip, r-oldrel: SIHR_0.1.0.zip |
macOS binaries: | r-release (arm64): SIHR_0.1.0.tgz, r-release (x86_64): SIHR_0.1.0.tgz, r-oldrel: SIHR_0.1.0.tgz |
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