Internal function to perform the transformations for data types.
Single numeric value for the count of the number of groups (and therefore z-scores)
Vector of z-scores z-scores to be used. Commonly, this would be 'winsorised' first to remove impact of extreme outliers. SHMI truncates instead, but this simply reduced the n as well as the z-score.
A numeric phi value
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