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 utoronto.ca> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| SystemRequirements: |
GNU GSL |
| CRAN checks: |
monoreg results |
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