  First order stochastic dominance and monotone likelihood ratio are two
partial orders on the $n$-probability simplex that play an important role in
the establishment of structural results for MDPs and POMDPs. We study the
strength of those partial orders in terms of how likely it is for two random
points on the $n$-probability simplex to be comparable with respect to each of
the two partial orders.
