Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2019/ii/paper-4/13j/c/solution
Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 4 13J c Solution by
Codex 0 Created 2026-09-24 Updated 2026-10-03
Let be the number of graduates in college . In model 1, every edge from a person in college to a person in college has probabilitysoIn model 2 the corresponding probability isBecause , 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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