Sometimes transformations can have unintended results. For example, consider a weakly informative Gaussian density transformed to the unit interval using the standard logistic transformation. \[y=\frac{1}{1+e^{-x}}\] Where \(X\) is a Gaussian random variable. The support of \(Y\) will be on the unit interval as desired, but the shape of the transformed density can have unexpected behavior.