Radon–Nikodym Derivative

The density dν/dμ of one measure with respect to another
Radon–Nikodym Derivative

If measures ν\nu and μ\mu satisfy νμ\nu\ll\mu (absolute continuity), the Radon–Nikodym derivative dνdμ\frac{d\nu}{d\mu} is the (a.e. unique) function XX with ν(S)=SXdμ\nu(S)=\int_S X\,d\mu for all measurable SS.

Key property (paper use):

  • Shale writes X(T)=dn(T)dnX(T)=\frac{dn(T)}{dn} for the Gaussian pushforward (the “Jacobian”).

Example: For ν=fμ\nu=f\mu with f0f\ge0, one has dν/dμ=fd\nu/d\mu=f.