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: | 1.6-2 |
| Depends: | basefun (≥ 1.2-1), variables (≥ 1.1-0) |
| Imports: | BB, alabama, stats, quadprog, coneproj, graphics, methods, grDevices, sandwich, numDeriv, survival, Matrix, nloptr, mvtnorm |
| Suggests: | MASS, nnet, TH.data, multcomp, qrng |
| Published: | 2025-01-29 |
| 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_1.6-2.tar.gz |
| Windows binaries: | r-devel: mlt_1.6-1.zip, r-release: mlt_1.6-2.zip, r-oldrel: mlt_1.6-1.zip |
| macOS binaries: | r-release (arm64): mlt_1.6-2.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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