Perkowski, Nicolas et Ruf, Johannes, Supermartingales as Radon.Nikodym densities and related measure extensions, Annals of probability , 43(6), 2015, pp. 3133-3176
Certain countably and finitely additive measures can be associated to a given nonnegative supermartingale. Under weak assumptions on the underlying probability space, existence and (non)uniqueness results for such measures are proven.