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A multivariate, discrete probability distribution used to describe the results of a random experiment where each of $n$ outcomes are placed into one of $k$ nominal categories.

4 votes
1 answer
2k views

Fit a multinomial model using proportions instead of raw data

I want to fit a non ordered multinomial model to data. In it, the dependent variable has 3 categories (success, partial success, fail) and i have a binary predictor and two other continuous predictors …
Agus Camacho's user avatar
3 votes
0 answers
94 views

scaling and centering in multinomial model changes significance of terms and interactions

I am unclear whether scaling and centering my predictor variables in a multinomial model. I want that model for first determining the relative strength of single terms and interactions on a given data …
Agus Camacho's user avatar
1 vote
0 answers
84 views

transform multinomial variable to continous for testing

Following Glenn comments im editing my question and posting an example: I want to know if my procedure here is valid. We tested the relationship between ecomorph and escape behavior across ten spec …
Agus Camacho's user avatar
0 votes
0 answers
422 views

difficulties evaluating if a ordinal multnomial model fitted with polr (in Rstudio) can be u...

I'm getting very different output when i perform a multinomial ordinal model depending on wether I scale or not my data first. Anyone could tell me why? Here are the results with raw data: polr(for …
Agus Camacho's user avatar