Key Concepts About a Method to Transform a Variable to Approximate a Normal Distribution

The following Box-Cox transformation is a parametric family of power transformations so it’s a convenient way to find a suitable transformation that will approximately normalize the data:

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However, a Box-Cox transformation is limited in that it uses a regression equation and needs at least one independent variable.