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st: Calculating and interpreting effect size when DV is a proportion
From
Michelle Dynes <[email protected]>
To
[email protected]
Subject
st: Calculating and interpreting effect size when DV is a proportion
Date
Sat, 12 Jan 2013 19:50:38 -0500
Hello,
I am conducting analyses using proportion data as my outcome. I am
using GLM with a logit link and the binomial family to carry out the
analyses. I would like to determine the effect size of my independent
variables. Here are two options I have considered:
Generate Odds Ratios using the -eform- command at the end of the GLM
statement. Does this make sense to do when my outcome is not
dichotomous?
Generate Marginal effects using -mfx-, holding my continuous variables
at their mean and dichotomous variables at 0.
Which method is most appropriate with a dependent variable that is a proportion?
For either method, how do I interpret (either the OR or dydx) for my
continuous variables and for my dichotomous variables?
I appreciate any insight you can provide,
Michelle
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