Let X be a discrete random variable with support S and f : S → S′ be a bijection. Then it is wellknown that the entropy of X is the same as the entropy of f(X). This entropy preservation property has been well-utilized to establish non-trivial properties of discrete stochastic processes, e.g. queuing process [1]. Entropy as well as entropy preservation is well-defined only in the context of pur...