Estimation, Comparison and Selection of Transformations

Estimation, selection and comparison of several families of transformations. The families of transformations included in the package are the following: Bickel-Doksum (Bickel and Doksum 1981 ), Box-Cox, Dual (Yang 2006 ), Glog (Durbin et al. 2002 ), gpower (Kelmansky et al. 2013 ), Log, Log-shift opt (Feng et al. 2016 ), Manly, modulus (John and Draper 1980 ), Neglog (Whittaker et al. 2005 ), Reciprocal and Yeo-Johnson. The package simplifies to compare linear models with untransformed and transformed dependent variable as well as linear models where the dependent variable is transformed with different transformations. Furthermore, the package employs maximum likelihood approaches, moments optimization and divergence minimization to estimate the optimal transformation parameter.


trafo

News

trafo 1.0.1

  • The vignettes is updated with more specific explanations in some parts.

Reference manual

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install.packages("trafo")

1.0.1 by Ann-Kristin Kreutzmann, 9 months ago


Browse source code at https://github.com/cran/trafo


Authors: Lily Medina [aut] , Piedad Castro [aut] , Ann-Kristin Kreutzmann [aut, cre] , Natalia Rojas-Perilla [aut]


Documentation:   PDF Manual  


GPL-2 license


Imports FNN, moments, pryr, graphics, grDevices, lmtest

Suggests testthat, R.rsp


See at CRAN