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st: Overall p-value for categorical variable in logistic regression
From
Kassie Melius <[email protected]>
To
[email protected]
Subject
st: Overall p-value for categorical variable in logistic regression
Date
Mon, 1 Jul 2013 10:38:33 +0100
Dear Statlisters
I'd like to get an overall p-value for a categorical variable in my
multivariable model so as to display it in a table, rather than having
p-values for each level of the variable. Which of the below is
correct, if any at all?
1. Compare fit of the expanded categorical variable in the model using
LR test (here indepvar1, for example)
logistic depvar i.indepvar1 i.indepvar2 i.indepvar3 , baselevels
est store A
logistic depvar i.indepvar2 i.indepvar3 , baselevels
est store B
lrtest A B
where i get LR p=0.003
2.Input categorical variable not as indicator and take overall effect p-value
logistic depvar indepvar1 i.indepvar2 i.indepvar3 , baselevels
where i get p=0.001
Which should I choose (or whatever you suggest), and could you explain
how these two p-vals differ?
Thank you so much for your help!
Kassie
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