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mlt (version 1.6-0)

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.

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Version

Install

install.packages('mlt')

Monthly Downloads

2,862

Version

1.6-0

License

GPL-2

Maintainer

Last Published

September 23rd, 2024

Functions in mlt (1.6-0)

confband

Confidence Bands
mlt-methods

Methods for mlt Objects
mmlt-methods

Methods for mmlt Objects
R

Response Variables
ctm-methods

Methods for ctm Objects
mlt

Most Likely Transformations
plot-predict-simulate

Plots, Predictions and Samples from mlt Objects
mltoptim

Control Optimisation
mlt-package

General Information on the mlt Package
ctm

Conditional Transformation Models
mmlt

Multivariate Conditional Transformation Models