Let be the number of ice creams in price category and score category . The fitted Poisson regression assumes that the nine counts are independent random variables withwhere the logarithmic link function is used and excellent is the reference level in a regression factor, so . Equivalently,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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