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>.

Version: 1.6-1
Depends: basefun (≥ 1.1-2), variables (≥ 1.1-0)
Imports: BB, alabama, stats, coneproj, graphics, methods, grDevices, sandwich, numDeriv, survival, Matrix, nloptr, mvtnorm
Suggests: MASS, nnet, TH.data, multcomp, qrng
Published: 2024-11-18
DOI: 10.32614/CRAN.package.mlt
Author: Torsten Hothorn ORCID iD [aut, cre]
Maintainer: Torsten Hothorn <Torsten.Hothorn at R-project.org>
License: GPL-2
URL: http://ctm.R-forge.R-project.org
NeedsCompilation: yes
Citation: mlt citation info
Materials: NEWS
CRAN checks: mlt results

Documentation:

Reference manual: mlt.pdf

Downloads:

Package source: mlt_1.6-1.tar.gz
Windows binaries: r-devel: mlt_1.6-1.zip, r-release: mlt_1.6-1.zip, r-oldrel: mlt_1.6-1.zip
macOS binaries: r-release (arm64): mlt_1.6-1.tgz, r-oldrel (arm64): mlt_1.6-1.tgz, r-release (x86_64): mlt_1.6-1.tgz, r-oldrel (x86_64): mlt_1.6-1.tgz
Old sources: mlt archive

Reverse dependencies:

Reverse depends: cotram, mlt.docreg, tbm, tram, tramME, trtf
Reverse imports: deeptrafo, tramicp, tramnet
Reverse suggests: counterfactuals, tramvs

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mlt to link to this page.