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How to use mixed-effects models on multinomial data

On 05/29/09 19:13, Linda Mortensen wrote:
I don't think you "disregard order."  You simply count the number of
correct recalls, 0-5, and use that number as your dependent variable.
I don't see how that disregards order, unless you meant something else
by order, like the order in which the items were recalled.  What you
disregard is "ordinal regression".

 They further suggest that I plot the residuals against each of
I didn't mean "each predictor."  Rather, plot a graph of the residual
as a function of the predicted response, just as you would do with
ordinary regression.  (It is one of the default outputs for lm().)

 I have produced the lmer model and have tried to make the
Yes.  I think you have what you want.  If the residuals are in one
direction (high, or low) at one end or the other (left side or right
side), then your assumption that the response is predicted linearly
from the predictors is wrong.  You can also check for
homeoscedascicity.  (My spell checker chokes on this one no matter how
I spell it.)

Jon