Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2019/ii/paper-4/13j/c/solution

Let be the number of graduates in college . In model 1, every edge from a person in college to a person in college has probability
so
In model 2 the corresponding probability is
Because , the within-college indicator in model 3 vanishes, so . Consequently models 2 and 3 both give
The distinct edge indicators used in and are independent under all three models, so every model also forces and to be independent. Thus all members of one college have the same cross-college friendship propensity, with no person-level heterogeneity or dependence between their friendship counts. Real friendship networks can have unusually sociable individuals and correlated choices of friends, producing overdispersion and dependence that these models cannot fit.

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