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(Normality) assumptions of logistic multilevel model (glmmTMB)

I have a dataset with patient data in a psychiatric hospital. Some patients had more than one stay, so the observations are not completely independent. I therefore used a multilevel model (in R with ...
Iokaste's user avatar
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1 vote
1 answer
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Assumptions of a multilevel logistic model

Regarding to another question I'd like to ask the same way but for a quite more specific case. What are the general assumptions for a logistic multilevel regression? What are the reasons behind these ...
ghost_trevor's user avatar
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1 answer
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What are the assumptions that need to be checked for multilevel logistic regression and for multilevel ordinal logistic regression

I am running multilevel models for panel data on a binary outcome (mixed logistics regression) and on a ordinal outcome (mixed ordinal logistic regression). I am aware that for example with a mixed ...
gogo123's user avatar
1 vote
1 answer
376 views

Multilevel binary logistic regression assumptions

I am struggling to work out the assumptions of hierarchical binary logistic regression, to test whether my data is suitable for such an analysis. My data is repeated measures (each participant ID ...
Thomas Jameson's user avatar
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2 answers
119 views

Using random slopes & intercepts with dichotomous IV in multilevel logit?

Main Question Can you include a dichotomous independent variable in a random slopes & intercepts model? Or does the dichotomous nature of the variable violate any assumptions of random slope GLM ...
Yasha's user avatar
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