We discuss two ways to construct standard probability measures, called push-down measures, from internal probability measures. We show that the Wasserstein distance between an internal probability measure and its push-down measure is infinitesimal. As an application to standard probability theory, we show that every finitely-additive Borel probability measure $P$ on a separable metric space is a limit of a sequence of countably-additive Borel probability measures ${\left\{P_n\right\}}_{n\in \mathbb{N}}$ in the sense that $\int f\mathrm{d}P={lim}_{n\to \infty }\int f\mathrm{d}{P}_n$ for all bounded...