Package: monoreg 2.1

Olli Saarela

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 <doi:10.1214/22-BA1310>.

Authors:Olli Saarela, Christian Rohrbeck

monoreg_2.1.tar.gz
monoreg_2.1.tar.gz(r-4.5-noble)monoreg_2.1.tar.gz(r-4.4-noble)
monoreg_2.1.tgz(r-4.4-emscripten)monoreg_2.1.tgz(r-4.3-emscripten)
monoreg.pdf |monoreg.html
monoreg/json (API)

# Install 'monoreg' in R:
install.packages('monoreg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • gsl– GNU Scientific Library (GSL)
Datasets:
  • risks - Absolute risks from 7 survival models

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

gsl

1.00 score 8 scripts 270 downloads 4 exports 0 dependencies

Last updated 2 years agofrom:6a2108d093. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 19 2024
R-4.5-linux-x86_64OKDec 19 2024

Exports:getcmatmonoregmonosurvordmonoreg

Dependencies: