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Built-in models:Poisson regression | ||
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Model (Edit)The Poisson regression can be written as \[y_{i} \sim Poisson(\lambda_{i})\] \[\log\lambda_{i} = \beta_{0}+\beta_{1}x_{1i}+\ldots+\beta_{q}x_{qi}\] Code (Edit)
model{
for (i in 1:N){
log(lambda[i])<-beta0+beta1*(x1[i]-mean(x1[]))+beta2*(x2[i]-mean(x2[]))
y[i]~dpois(lambda[i])
}
beta0~dnorm(0,1.0E-6)
beta1~dnorm(0,1.0E-6)
beta2~dnorm(0,1.0E-6)
}
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