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 [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

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