Question: Scaled Poisson expectation

[filipepfarias]

I'm trying to implement the GP with a Poisson likelihood whose parameter may vary with the observations¹:
$$ y_i \sim Poisson(e_i exp(f_i))$$
where f_i is the GP. Is this possible?

Footnotes

1. Approximate inference for disease mapping with sparse Gaussian processes, Jarno Vanhatalo, Ville Pietiläinen, Aki Vehtari (Eq. 1) ↩

[theogf]

Hi,

It is not possible right now and having external parameters is something we haven't considered so far but definitely should!