bestNormalize (1.0.0)

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Normalizing Transformation Functions.

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 transformation.

Maintainer: Ryan Andrew Peterson
Author(s): Ryan Andrew Peterson [aut, cre]

License: GPL-3

Uses: LambertW, nortest, mgcv, MASS, testthat, knitr

Released 14 days ago.

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