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>.
Package details |
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Author | Olli Saarela, Christian Rohrbeck |
Maintainer | Olli Saarela <olli.saarela@utoronto.ca> |
License | GPL (>= 2) |
Version | 2.1 |
Package repository | View on CRAN |
Installation |
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