recalibratiNN
Quantile Recalibration for Regression Models
Enables the diagnostics and enhancement of regression model calibration.It offers both global and local visualization tools for calibration diagnostics and provides one recalibration method: Torres R, Nott DJ, Sisson SA, Rodrigues T, Reis JG, Rodrigues GS (2024) doi:10.48550/arXiv.2403.05756. The method leverages on Probabilistic Integral Transform (PIT) values to both evaluate and perform the calibration of statistical models. For a more detailed description of the package, please refer to the bachelor's thesis available bellow.
- Version0.3.0
- R versionunknown
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- Torres R, Nott DJ, Sisson SA, Rodrigues T, Reis JG, Rodrigues GS (2024)
- Last release07/06/2024
Documentation
Team
Carolina Musso
Guilherme Rodrigues
Show author detailsRolesAuthor, Thesis advisor, Copyright holderRicardo Torres
João Reis
Show author detailsRolesAuthor, Copyright holder
Insights
Last 30 days
Last 365 days
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports10 packages
- Suggests3 packages