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st: standardized confidence intervals using mlogit
From
"Staimez, Lisa Rachel" <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: standardized confidence intervals using mlogit
Date
Thu, 7 Jul 2011 14:59:05 +0000
Dear Listers,
I have been trying polychotomous logistic regression, modeling an outcome with 5 levels, group, and I am coming across two problems.
First, I am unable to obtain the SE and confidence interval of standardized coefficients. The list coef, std command does not seem to work with mlogit as it would with linear regression. Furthermore when I use the std command alone I can’t see the confidence intervals the standardized estimates. Can someone please point me to the right command or tell me how to produce the confidence intervals?
Second, I am unable to obtain standardized coefficient for my categorical predictor (smoke, yes/no). The other predictors in my model are continuous. When I look at the output with “standardized coefficients” there is no standardized coefficient for the categorical variable. I wonder what happened to the variable during the standardization? Is a categorical accounted for or is it systematically dropped in this type of standardization? It makes me wonder whether standardization is actually appropriate in this case.
Perhaps someone tell me if the standardization process in the case of mlogit is similar to the one done in linear regression , i.e . for each variable the standardized version would be variable minus its means divided by standard deviation? Or is it different?
I am using STATA11 and along with some of the options I've tried above, my code is mlogit group glucose age bmi smoke, base(0); Thank you in advance - any help is appreciated.
Lisa Staimez
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