On the Euclidean unit ball ,
The outward unit normal along is the radial vector field , so part b gives
Let on the ball and put . Direct use of the exterior derivative gives . Therefore the Generalized Stokes theorem yields
This proves the volume of a Euclidean unit sphere formula.
For a decision in the unit ball, conditional expectation under the posterior gives
The symmetric positive semidefinite matrix has a Rayleigh quotient maximized over by any unit eigenvector corresponding to its largest eigenvalue. Bayes decision rule therefore chooses any such eigenvector for the stated utility.