The relation is an instance of absolute continuity of measures: it means that every -null event is also -null,
By the Radon-Nikodym theorem, this is equivalent to the existence of a nonnegative Radon-Nikodym derivative whose -expectation is one.
The assertion is true. Since , it lies in the Cameron-Martin space of Wiener measure. The Cameron-Martin theorem says that the translated law is equivalent, and in particular absolutely continuous, with respect to Wiener measure. Its Radon-Nikodym derivative is
For continuous local martingales and a sequence in which each term is a partition of an interval whose mesh tends to zero, the sums
converge in the sense of uniform convergence on compacts in probability to a continuous increasing process. To identify the limit, put and choose Radon-Nikodym derivatives
If is a centered bivariate normal distribution with covariance matrix , then
Localizing, representing the pair as stochastic integrals against a two-dimensional Brownian motion, and approximating the integrands by bounded predictable step processes proves the convergence. The step-process case follows from the weak law of large numbers for independent Gaussian increments; the Burkholder-Davis-Gundy inequality controls the approximation error. Since ,