Modelling Proportions Flashcards Preview

MATH5824M Generalised Linear and Additive Models > Modelling Proportions > Flashcards

Flashcards in Modelling Proportions Deck (3)
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1

Binomial Model
Description

y~Bi(n,p)
-used to measure the number of successes in n independent trials with probability of success, p

2

Binomial Model
Canonical Link Function

g(μ) = logit(p)

3

Binomial Model
Modelling a Proportion

logit(p) = α + βx
=>
p = exp(α + βx) / [1 + exp(α + βx)]