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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.

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.