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A collection of functions is provided by this package to fit quantiles regression models for censored residual lifetimes. It provides various options for regression parameters estimation: the induced smoothing approach (smooth), and L1-minimization (non-smooth). It also implements the estimation methods for standard errors of the regression parameters estimates based on an efficient partial multiplier bootstrap method and robust sandwich estimator. Furthermore, a simultaneous procedure of estimating regression parameters and their standard errors via an iterative updating procedure is implemented (iterative). For more details, see Kim, K. H., Caplan, D. J., & Kang, S. (2022), "Smoothed quantile regression for censored residual life", Computational Statistics, 1-22 <doi:10.1007/s00180-022-01262-z>.
Version: | 1.1.1 |
Depends: | R (≥ 3.6.0) |
Imports: | nleqslv, quantreg, stringr, survival, ggplot2, Rcpp |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2024-03-05 |
DOI: | 10.32614/CRAN.package.qris |
Author: | Kyu Hyun Kim [aut, cre], Sangwook Kang [aut], Sy Han Chiou [aut] |
Maintainer: | Kyu Hyun Kim <kyuhyunkim07 at gmail.com> |
License: | GPL (≥ 3) |
URL: | https://github.com/Kyuhyun07/qris |
NeedsCompilation: | yes |
Materials: | NEWS |
CRAN checks: | qris results |
Reference manual: | qris.pdf |
Package source: | qris_1.1.1.tar.gz |
Windows binaries: | r-devel: qris_1.1.1.zip, r-release: qris_1.1.1.zip, r-oldrel: qris_1.1.1.zip |
macOS binaries: | r-release (arm64): qris_1.1.1.tgz, r-oldrel (arm64): qris_1.1.1.tgz, r-release (x86_64): qris_1.1.1.tgz, r-oldrel (x86_64): qris_1.1.1.tgz |
Old sources: | qris archive |
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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.
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