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Package: mlt 1.8-4

Torsten Hothorn

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>.

Authors:Torsten Hothorn [aut, cre]

mlt_1.8-4.tar.gz
mlt_1.8-4.zip(r-4.7-x86_64)mlt_1.8-4.zip(r-4.7-arm64)mlt_1.8-4.zip(r-4.6-x86_64)mlt_1.8-4.zip(r-4.6-arm64)mlt_1.8-4.zip(r-4.5-x86_64)
mlt_1.8-4.tgz(r-4.6-x86_64)mlt_1.8-4.tgz(r-4.6-arm64)mlt_1.8-4.tgz(r-4.5-x86_64)mlt_1.8-4.tgz(r-4.5-arm64)
mlt_1.8-4.tar.gz(r-4.7-arm64)mlt_1.8-4.tar.gz(r-4.7-x86_64)mlt_1.8-4.tar.gz(r-4.6-arm64)mlt_1.8-4.tar.gz(r-4.6-x86_64)
mlt_1.8-4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mlt/json (API)

# Install 'mlt' in R:

install.packages('mlt', repos = c('https://trafo-universe.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://codeberg.org/thothorn/tram

On CRAN:

6.99 score 6 packages 92 scripts 5.1k downloads 4 mentions 12 exports 25 dependencies

Last updated from:b2a93f4b51. Checks:13 OK, 2 NOTE. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	155
linux-devel-x86_64	OK	189
source / vignettes	OK	229
linux-release-arm64	OK	150
linux-release-x86_64	OK	205
macos-release-arm64	OK	174
macos-release-x86_64	OK	418
macos-oldrel-arm64	OK	132
macos-oldrel-x86_64	OK	332
windows-devel-arm64	NOTE	308
windows-devel-x86_64	OK	191
windows-release-arm64	NOTE	259
windows-release-x86_64	OK	194
windows-oldrel-x86_64	OK	173
wasm-release	OK	93

Exports:as.mlt as.Surv coef<-confband ctm Gradient has_scale Hessian mlt mltoptim mmlt R

Dependencies:alabama basefun BB coda codetools coneproj foreach icenReg iterators lattice Matrix MLEcens mvtnorm nloptr numDeriv orthopolynom polynom quadprog Rcpp RcppArmadillo RcppEigen sandwich survival variables zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
General Information on the 'mlt' Package	mlt-package
Confidence Bands	confband confband.mlt
Conditional Transformation Models	ctm has_scale
Methods for ctm Objects	coef.ctm coef<-.ctm variable.names.ctm
Most Likely Transformations	mlt
Methods for mlt Objects	as.mlt as.mlt.mlt bounds.mlt coef.mlt coef<- coef<-.mlt estfun.mlt Gradient Gradient.mlt Hessian Hessian.mlt logLik.mlt mkgrid.mlt residuals.mlt update.mlt_fit variable.names.mlt vcov.mlt weights.mlt
Control Optimisation	mltoptim
Multivariate Conditional Transformation Models	coef.cmmlt coef.mmmlt mmlt predict.mmlt residuals.mmlt simulate.mmlt
Methods for mmlt Objects	coef<-.mmlt estfun.mmlt Gradient.mmlt Hessian.mmlt logLik.mmlt mkgrid.mmlt variable.names.mmlt vcov.mmlt weights.mmlt
Plots, Predictions and Samples from mlt Objects	plot.ctm plot.mlt predict.ctm predict.mlt simulate.ctm simulate.mlt
Response Variables	as.double.response as.Surv as.Surv.response R R.factor R.integer R.list R.numeric R.ordered R.response R.Surv