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) .


Reference manual

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1.2 by Olli Saarela, 4 years ago

Browse source code at

Authors: Olli Saarela

Documentation:   PDF Manual  

GPL (>= 2) license

System requirements: GNU GSL

See at CRAN