Imports: graphics, stats, utils, grDevices

Description: Estimate a suite of normalizing transformations, including
a new technique based on ranks which can guarantee normally distributed
transformed data if there are no ties: Ordered Quantile Normalization.
The package is built to estimate the best normalizing transformation for
a vector consistently and accurately. It implements the Box-Cox
transformation, the Yeo-Johnson transformation, three types of Lambert
WxF transformations, and the Ordered Quantile normalization
Maintainer: Ryan Andrew Peterson <ryan-peterson@uiowa.edu>

transformed data if there are no ties: ordered quantile normalization.
WxF transformations, and the ordered quantile normalization

a new adaptation of a technique based on ranks which can guarantee
normally distributed transformed data if there are no ties: ordered
quantile normalization (ORQ). ORQ normalization combines a rank-mapping
approach with a shifted logit approximation that allows
the transformation to work on data outside the original domain. It is
also able to handle new data within the original domain via linear
interpolation. The package is built to estimate the best normalizing
transformation for a vector consistently and accurately. It implements
the Box-Cox transformation, the Yeo-Johnson transformation, three types
of Lambert WxF transformations, and the ordered quantile normalization

Suggests: knitr, MASS, testthat, mgcv, parallel

Suggests: knitr, rmarkdown, MASS, testthat, mgcv, parallel

transformation. It also estimates the normalization efficacy of other
Imports: LambertW, nortest, dplyr, doParallel, foreach, doRNG

Packaged: 2019-08-20 19:31:10 UTC; ryanpeterson
Maintainer: Ryan Andrew Peterson <ryan.a.peterson@cuanschutz.edu>

Packaged: 2020-01-27 16:13:02 UTC; ryanpeterson

Imports: LambertW, nortest, dplyr, doParallel, foreach, doRNG, recipes,

commonly used transformations, and finally it allows users to specify
custom transformations or normalization statistics.
Packaged: 2020-05-20 21:21:11 UTC; ryanpeterson