Data normalization before statistical analysis: keeping the horse before the cart

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Abstract

Comparisons of drug effects based on statistical tests require that the data conform to the normal distribution. Arthur Hancock and colleagues outline procedures to ascertain compliance to this criterion and to transform data such that inappropriate conclusions are avoided.

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