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monoreg  

Bayesian Monotonic Regression Using a Marked Point Process Construction
View on CRAN: Click here


Download and install monoreg package within the R console
Install from CRAN:
install.packages("monoreg")

Install from Github:
library("remotes")
install_github("cran/monoreg")

Install by package version:
library("remotes")
install_version("monoreg", "2.1")



Attach the package and use:
library("monoreg")
Maintained by
Olli Saarela
[Scholar Profile | Author Map]
First Published: 2017-06-29
Latest Update: 2023-04-30
Description:
An extended version of the nonparametric Bayesian monotonic regression procedure described in Saarela & Arjas (2011) , 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) . The package also implements the nonparametric ordinal regression model described in Saarela, Rohrbeck & Arjas .
How to cite:
Olli Saarela (2017). monoreg: Bayesian Monotonic Regression Using a Marked Point Process Construction. R package version 2.1, https://cran.r-project.org/web/packages/monoreg. Accessed 30 Apr. 2025.
Previous versions and publish date:
1.1 (2017-06-29 07:07), 1.2 (2017-10-19 16:05), 2.0 (2022-02-11 14:10)
Other packages that cited monoreg R package
View monoreg citation profile
Other R packages that monoreg depends, imports, suggests or enhances
Complete documentation for monoreg
Functions, R codes and Examples using the monoreg R package
Some associated functions: getcmat . monoreg . monosurv . ordmonoreg . risks . 
Some associated R codes: monoreg.R . zzz.R .  Full monoreg package functions and examples
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