8000 Inconsistency / clarification required between field `fitted` and function `predict` · Issue #114 · PLN-team/PLNmodels · GitHub
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Inconsistency / clarification required between field fitted and function predict #114

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jchiquet opened this issue Dec 14, 2023 · 0 comments · Fixed by #115
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Inconsistency / clarification required between field fitted and function predict #114

jchiquet opened this issue Dec 14, 2023 · 0 comments · Fixed by #115
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@mahendra-mariadassou

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@jchiquet
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I am reporting an Issue received by email regarding the inconsistent behavior between fitted and predict, already discussed with Mahendra:

Dear Julien,

I am trying PLN Models, I run the following example code:

data(trichoptera)
trichoptera <- prepare_data(trichoptera$Abundance, trichoptera$Covariate)
myPLN <- PLN(Abundance ~ 1 + offset(log(Offset)), data = trichoptera, control = PLN_param(covariance = "full"))

But I am bit confusing why do myPLN$fitted and myPLN$predict(newdata=trichoptera, type="response") return different results?

Thank you a lot in advance,

Kind Regards,
Khadija Musayeva
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114 inconsistency between fitted and predict PLN-team/PLNmodels
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@mahendra-mariadassou @jchiquet
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