000001. A normalizing transformation does constantly lead to an interpretable result, particularly when it will involve a change parameter. You may say that the new variable is a log transformation of shifted values.
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If you decide you want a symmetric transformation of beneficial and damaging values, You need to use the log-modulus transformation, which handles favourable and damaging values simultaneously. Even so, parameter estimates for the remodeled knowledge do not have a straightforward interpretation.
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