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Single-Index Quantile Regression is effective in some scenarios. We provides functions that allow users to fit Single-Index Quantile Regression model. It also provides functions to do prediction, estimate standard errors of the single-index coefficients via bootstrap, and visualize the estimated univariate function. Please see W., Y., Y. (2010) <doi:10.1016/j.jmva.2010.02.003> for details.
Version: | 0.8.1 |
Depends: | R (≥ 3.6.0) |
Imports: | stats, quantreg, KernSmooth |
Published: | 2021-12-14 |
DOI: | 10.32614/CRAN.package.siqr |
Author: | Tianhai Zu [cre], Yan Yu [aut] |
Maintainer: | Tianhai Zu <zuti at mail.uc.edu> |
License: | GPL-3 |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | siqr results |
Reference manual: | siqr.pdf |
Package source: | siqr_0.8.1.tar.gz |
Windows binaries: | r-devel: siqr_0.8.1.zip, r-release: siqr_0.8.1.zip, r-oldrel: siqr_0.8.1.zip |
macOS binaries: | r-release (arm64): siqr_0.8.1.tgz, r-oldrel (arm64): siqr_0.8.1.tgz, r-release (x86_64): siqr_0.8.1.tgz, r-oldrel (x86_64): siqr_0.8.1.tgz |
Old sources: | siqr archive |
Please use the canonical form https://CRAN.R-project.org/package=siqr to link to this page.
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.