1.

Calculate the deviance for Poisson distribution 𝑦~đť‘𝑜(𝜆)

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Poisson regression
In Poisson regression we model a count OUTCOME variable Y as a function of COVARIATES X1,..,XP. The outcome is ASSUMED to follow a Poisson distribution, and with the usual log link function, the outcome is assumed to have mean μ, with

μ=exp(β0+β1X1+...+βpXp)

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