Exact moment equivalence and structural nonidentifiability in nonlinear epidemics
It is shown that, in finite-population SIS and SIR models, the group-size distribution enters the dynamics only through a finite set of moments selected by the order of the nonlinear transmission kernel, which establishes an intrinsic limit on epidemic inference.