  We consider statistical models arising from the common set of solutions to a
sparse polynomial system with general coefficients. The maximum likelihood
degree counts the number of critical points of the likelihood function
restricted to the model. We prove the maximum likelihood degree of a sparse
polynomial system is determined by its Newton polytopes and equals the mixed
volume of a related Lagrange system of equations.
