mlt-package: General Information on the 'mlt' Package

In mlt: Most Likely Transformations

General Information on the mlt Package

Description

The mlt package implements maximum likelihood estimation in conditional transformation models as introduced by Hothorn et al. (2020).

An introduction to the package is available in the mlt package vignette from package mlt.docreg (Hothorn, 2020).

A short talk on most likely transformations is available from https://channel9.msdn.com/Events/useR-international-R-User-conference/useR2016/Most-Likely-Transformations.

Novice users might find the high(er) level interfaces offered by package tram more convenient.

Author(s)

This package is authored by Torsten Hothorn <[e-mail]>.

References

Torsten Hothorn, Lisa Moest, Peter Buehlmann (2018), Most Likely Transformations, Scandinavian Journal of Statistics, 45(1), 110–134, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1111/sjos.12291")}.

Torsten Hothorn (2020), Most Likely Transformations: The mlt Package, Journal of Statistical Software, 92(1), 1–68, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v092.i01")}

mlt documentation built on April 11, 2024, 3 p.m.