Package: monoreg
Type: Package
Title: Bayesian Monotonic Regression Using a Marked Point Process
        Construction
Version: 2.1
Date: 2023-04-30
Packaged: 2023-04-30 15:00:07 UTC; ollis
Author: Olli Saarela, Christian Rohrbeck
Maintainer: Olli Saarela <olli.saarela@utoronto.ca>
Description: 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>.
SystemRequirements: GNU GSL
License: GPL (>= 2)
Depends: R (>= 3.4.0)
NeedsCompilation: yes
Repository: CRAN
Date/Publication: 2023-04-30 15:20:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-26 22:29:19 UTC; unix
Archs: monoreg.so.dSYM
