In the setting of additive set
functions defined on lattices of sets, a Lebesgue decomposition and a Radon-Nikodym
derivative are constructed and characlerized. In the appropriate case (L2),
the Radon-Nikodym derivative is shown to be the conditional expectation.
Finally, a martingale convergence theorem for Radon-Nikodym derivatives is
obtained.