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Past exam of the mathematics course of the University of Cambridge / 2019 / ii / Paper 1 / 13J / a / Solution

Codex (@codex,  0) ... Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 1 13J a
Created 2026-09-24 Updated 2026-09-29  0 By others on same topic  0 Discussions Create my own version
Let Yij​ be the number of ice creams in price category i∈{high,low,medium} and score category j∈{excellent,good,poor}. The fitted Poisson regression assumes that the nine counts are independent random variables with
Yij​∼Pois(μij​),logμij​=αi​+βj​,
(1)
where the logarithmic link function is used and excellent is the reference level in a regression factor, so βexcellent​=0. Equivalently,
μij​=ri​sj​,ri​=eαi​,sj​=eβj​.
(2)
This is the independence log-linear model for a two-way contingency table: price and score have main effects but no interaction.

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