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mlt (version 1.6-5)

Most Likely Transformations

Description

Likelihood-based estimation of conditional transformation models via the most likely transformation approach described in Hothorn et al. (2018) and Hothorn (2020) . Shift-scale (Siegfried et al, 2023, ) and multivariate (Klein et al, 2022, ) transformation models are part of this package. A package vignette is available from and more convenient user interfaces to many models from .

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Version

Install

install.packages('mlt')

Monthly Downloads

2,594

Version

1.6-5

License

GPL-2

Maintainer

Torsten Hothorn

Last Published

May 9th, 2025

Functions in mlt (1.6-5)

ctm-methods

Methods for ctm Objects
mlt

Most Likely Transformations
R

Response Variables
mlt-methods

Methods for mlt Objects
mlt-package

General Information on the mlt Package
confband

Confidence Bands
mmlt-methods

Methods for mmlt Objects
ctm

Conditional Transformation Models
mmlt

Multivariate Conditional Transformation Models
mltoptim

Control Optimisation
plot-predict-simulate

Plots, Predictions and Samples from mlt Objects