Bayesian Monotonic Regression Using a Marked Point Process Construction

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) .


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install.packages("monoreg")

1.2 by Olli Saarela, 2 years ago


individual.utoronto.ca/osaarela/


Browse source code at https://github.com/cran/monoreg


Authors: Olli Saarela


Documentation:   PDF Manual  


GPL (>= 2) license


System requirements: GNU GSL


See at CRAN