 The reparameterized density is

In the limit as formula_17 one obtains the density

which is shown as the red curve in the images on the right.In the other direction as formula_19 one obtains the standard normal density as the limiting distribution, shown as the black curve.In the images on the right, the blue curve represents the density formula_20 with excess kurtosis of 2.