monoreg
Bayesian Monotonic Regression Using a Marked Point Process Construction
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.
- Version2.1
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release04/30/2023
Team
Olli Saarela
Christian Rohrbeck
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Last 30 days
This package has been downloaded 232 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.
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Last 365 days
This package has been downloaded 3,521 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 40 downloads.
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