monoreg

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.

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