A Proofs of our main results

In this section, we provide proofs for our main results. We first state and prove two lemmas that will be used in the proof of Theorem 1 . P ( X x) d x concludes the proof. With these two lemmas, we now provide the proof of Theorem 1 . Now we will derive a lower bound of the second term.