Suppose for a random variable $ X\colon \Omega \to E $, I have an invertible mapping $ Z = f(X) $. Is the Shannon Entropy for each variable equivalent? $$ H(X) = H(Z) $$ If not, can anything relationship between the entropies be said in general (eg. proportionality, additive constant, etc.)?