'Inverse of log transform link function
Parameters
z : array
The inverse of the link function at `p`
Returns
p : array
The mean probabilities given the value of the inverse `z`
Notes
g^{-1}(z) = exp(z)'

def inverse(self, z):

    return np.exp(z)
