tram
Transformation Models
Formula-based user-interfaces to specific transformation models implemented in package 'mlt' (doi:10.32614/CRAN.package.mlt, doi:10.32614/CRAN.package.mlt.docreg). Available models include Cox models, some parametric survival models (Weibull, etc.), models for ordered categorical variables, normal and non-normal (Box-Cox type) linear models, and continuous outcome logistic regression (Lohse et al., 2017, doi:10.12688/f1000research.12934.1). The underlying theory is described in Hothorn et al. (2018) doi:10.1111/sjos.12291. An extension to transformation models for clustered data is provided (Barbanti and Hothorn, 2022, doi:10.1093/biostatistics/kxac048). Multivariate conditional transformation models (Klein et al, 2022, doi:10.1111/sjos.12501) and shift-scale transformation models (Siegfried et al, 2023, doi:10.1080/00031305.2023.2203177) can be fitted as well.
- Version1.2-0
- R versionunknown
- LicenseGPL-2
- Needs compilation?No
- tram citation info
- Last release11/19/2024
Documentation
Team
Torsten Hothorn
MaintainerShow author detailsBill Venables
Show author detailsRolesContributorBrian Ripley
Show author detailsRolesContributorSandra Siegfried
Show author detailsRolesAuthorNadja Klein
Show author detailsRolesContributorDouglas M. Bates
Show author detailsRolesContributorLuisa Barbanti
Insights
Last 30 days
This package has been downloaded 3,214 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 68 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 30,825 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Oct 16, 2024 with 332 downloads.
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
- Depends2 packages
- Imports7 packages
- Suggests28 packages
- Reverse Depends5 packages
- Reverse Imports1 package
- Reverse Suggests5 packages