mlt-package

The mlt package implements maximum likelihood estimation in 
 conditional transformation models as introduced by mlt::Hothorn:Moest:Buehlmann:2017,
 its multivariate extension by mlt::Klein:Hothorn:Barbanti:2020, and
 location-scale models by Siegfried_Kook_Hothorn_2023.
An introduction to the package is available in the <code>mlt</code> package
 vignette from package <code>mlt.docreg</code> mlt::Hothorn:2018.
Novice users might find the high(er) level interfaces offered by package
 tram more convenient.

package

Likelihood-based estimation of conditional transformation
models via the most likely transformation approach described in
Hothorn et al. (2018) <DOI:10.1111/sjos.12291> and Hothorn (2020)
<DOI:10.18637/jss.v092.i01>. Shift-scale (Siegfried et al, 2023, <DOI:10.1080/00031305.2023.2203177>)
and multivariate (Klein et al, 2022, <DOI:10.1111/sjos.12501>) transformation models
are part of this package. A package vignette is available from <DOI:10.32614/CRAN.package.mlt.docreg> and
more convenient user interfaces to many models from <DOI:10.32614/CRAN.package.tram>.

mlt-package: General Information on the mlt Package

Description

Arguments

References