mlt: Most Likely Transformations

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>.

Package details

AuthorTorsten Hothorn [aut, cre] (<https://orcid.org/0000-0001-8301-0471>)
MaintainerTorsten Hothorn <Torsten.Hothorn@R-project.org>
LicenseGPL-2
Version1.6-4
URL http://ctm.R-forge.R-project.org
Package repositoryView on R-Forge
Installation Install the latest version of this package by entering the following in R:
install.packages("mlt", repos="http://R-Forge.R-project.org")

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mlt documentation built on April 11, 2025, 3:09 p.m.