tram

Transformation Models

Formula-based user-interfaces to specific transformation models implemented in package 'mlt'. Available models include Cox models, some parametric survival models (Weibull, etc.), models for ordered categorical variables, normal and non-normal (Box-Cox type) linear models, and continuous outcome logistic regression (Lohse et al., 2017, <DOI:10.12688/f1000research.12934.1>). The underlying theory is described in Hothorn et al. (2018) <DOI:10.1111/sjos.12291>. An extension to transformation models for clustered data is provided (Hothorn, 2019, <arxiv:1910.09219>).

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Description file content

Package
tram
Title
Transformation Models
Version
0.3-1
Date
2019-11-05
Description
Formula-based user-interfaces to specific transformation models implemented in package 'mlt'. Available models include Cox models, some parametric survival models (Weibull, etc.), models for ordered categorical variables, normal and non-normal (Box-Cox type) linear models, and continuous outcome logistic regression (Lohse et al., 2017, ). The underlying theory is described in Hothorn et al. (2018) . An extension to transformation models for clustered data is provided (Hothorn, 2019, ).
Depends
mlt (>= 1.0-5)
Imports
Formula, multcomp, variables (>= 1.0-2), basefun (>= 1.0-5), sandwich, stats, survival, graphics, Matrix, methods
Suggests
MASS, TH.data, trtf (>= 0.3-3), mlbench, knitr, quantreg, colorspace, ATR, lme4, merDeriv, SparseGrid, alabama, numDeriv, gridExtra, lattice, latticeExtra, HSAUR3, mvtnorm, ordinalCont, coxme, glmmsr, mlt.docreg, ordinal
VignetteBuilder
knitr
URL
Encoding
UTF-8
License
GPL-2
NeedsCompilation
yes
Packaged
2019-11-06 09:49:00 UTC; hothorn
Author
Torsten Hothorn [aut, cre] ()
Maintainer
Torsten Hothorn
Repository
CRAN
Date/Publication
2019-11-07 06:10:02 UTC

install.packages('tram')

0.3-1

7 days ago

http://ctm.R-forge.R-project.org

Torsten Hothorn

GPL-2

Depends on

mlt (>= 1.0-5)

Imports

Formula, multcomp, variables (>= 1.0-2), basefun (>= 1.0-5), sandwich, stats, survival, graphics, Matrix, methods

Suggests

MASS, TH.data, trtf (>= 0.3-3), mlbench, knitr, quantreg, colorspace, ATR, lme4, merDeriv, SparseGrid, alabama, numDeriv, gridExtra, lattice, latticeExtra, HSAUR3, mvtnorm, ordinalCont, coxme, glmmsr, mlt.docreg, ordinal

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