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fastkqr: A Fast Algorithm for Kernel Quantile Regression

An efficient algorithm to fit and tune kernel quantile regression models based on the majorization-minimization (MM) method. It can also fit multiple quantile curves simultaneously without crossing.

Version:1.0.0
Depends:R (≥ 3.5.0), methods
Imports:graphics, grDevices, stats, utils,dotCall64,rlang,MASS,Matrix
Suggests:knitr,rmarkdown
Published:2024-05-13
DOI:10.32614/CRAN.package.fastkqr
Author:Qian Tang [aut, cre], Yuwen Gu [aut], Boxiang Wang [aut]
Maintainer:Qian Tang <qian-tang at uiowa.edu>
License:GPL-2
NeedsCompilation:yes
CRAN checks:fastkqr results

Documentation:

Reference manual:fastkqr.html ,fastkqr.pdf
Vignettes:Getting started with fastkqr (source,R code)

Downloads:

Package source: fastkqr_1.0.0.tar.gz
Windows binaries: r-devel:fastkqr_1.0.0.zip, r-release:fastkqr_1.0.0.zip, r-oldrel:fastkqr_1.0.0.zip
macOS binaries: r-release (arm64):fastkqr_1.0.0.tgz, r-oldrel (arm64):fastkqr_1.0.0.tgz, r-release (x86_64):fastkqr_1.0.0.tgz, r-oldrel (x86_64):fastkqr_1.0.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=fastkqrto link to this page.


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