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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 <doi:10.1214/22-BA1310>.
| Version: | 2.1 |
| Depends: | R (≥ 3.4.0) |
| Published: | 2023-04-30 |
| DOI: | 10.32614/CRAN.package.monoreg |
| Author: | Olli Saarela, Christian Rohrbeck |
| Maintainer: | Olli Saarela <olli.saarela at utoronto.ca> |
| 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_2.1.tar.gz |
| Windows binaries: | r-devel: monoreg_2.1.zip, r-release: monoreg_2.1.zip, r-oldrel: monoreg_2.1.zip |
| macOS binaries: | r-release (arm64): monoreg_2.1.tgz, r-oldrel (arm64): monoreg_2.1.tgz, r-release (x86_64): monoreg_2.1.tgz, r-oldrel (x86_64): monoreg_2.1.tgz |
| Old sources: | monoreg archive |
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