bestNormalize-package

_PACKAGE

<p>The foo package provides several normalizing transformations, and introduces a
new transformation based off of the order statistics, <code>orderNorm</code>.
Perhaps the most useful function is <code>bestNormalize</code>, which attempts all
of these transformations and picks the best one based off of a goodness of
fit statistic.</p>

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.

Ryan Andrew Peterson

bestNormalize-package: bestNormalize: Flexibly calculate the best normalizing transformation for a vector

Description

Arguments

See Also