HQM: Superefficient Estimation of Future Conditional Hazards Based on Marker Information

Provides a nonparametric smoothed kernel estimator for the future conditional hazard rate function when time-dependent covariates are present, a bandwidth selector for the estimator's implementation and pointwise and uniform confidence bands. Methods used in the package refer to Bagkavos, Isakson, Mammen, Nielsen and Proust-Lima (2025) <doi:10.1093/biomet/asaf008>.

Version: 1.0
Depends: R (≥ 3.5.0)
Imports: stats, utils, survival, pec, timeROC, nlme, JM
Published: 2025-02-01
DOI: 10.32614/CRAN.package.HQM
Author: Dimitrios Bagkavos [aut, cre], Alex Isakson [ctb], Enno Mammen [ctb], Jens Nielsen [ctb], Cecile Proust-Lima [ctb]
Maintainer: Dimitrios Bagkavos <dimitrios.bagkavos at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: HQM results

Documentation:

Reference manual: HQM.pdf

Downloads:

Package source: HQM_1.0.tar.gz
Windows binaries: r-devel: HQM_1.0.zip, r-release: HQM_1.0.zip, r-oldrel: HQM_1.0.zip
macOS binaries: r-release (arm64): HQM_1.0.tgz, r-oldrel (arm64): HQM_0.1.4.tgz, r-release (x86_64): HQM_1.0.tgz, r-oldrel (x86_64): HQM_0.1.4.tgz
Old sources: HQM archive

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