monoreg: Bayesian Monotonic Regression Using a Marked Point Process Construction

An extended version of the nonparametric Bayesian monotonic regression procedure described in Saarela & Arjas (2011) <doi:10.1111/j.1467-9469.2010.00716.x>, allowing for multiple additive monotonic components in the linear predictor, and time-to-event outcomes through case-base sampling. The extension and its applications, including estimation of absolute risks, are described in Saarela & Arjas (2015) <doi:10.1111/sjos.12125>. The package also implements the nonparametric ordinal regression model described in Saarela, Rohrbeck & Arjas <arXiv:2007.01390>.

Version: 2.0
Depends: R (≥ 3.4.0)
Published: 2022-02-11
Author: Olli Saarela, Christian Rohrbeck
Maintainer: Olli Saarela <olli.saarela at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
SystemRequirements: GNU GSL
CRAN checks: monoreg results


Reference manual: monoreg.pdf


Package source: monoreg_2.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): monoreg_2.0.tgz, r-oldrel (arm64): monoreg_2.0.tgz, r-release (x86_64): monoreg_2.0.tgz, r-oldrel (x86_64): monoreg_2.0.tgz
Old sources: monoreg archive


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