  We use the minorization-maximization principle (Lange, Hunter and Yang 2000)
to establish the monotonicity of a multiplicative algorithm for computing
Bayesian D-optimal designs. This proves a conjecture of Dette, Pepelyshev and
Zhigljavsky (2008).
