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st: xtmixed- testing difference between intercepts and slopes
From
Bernadette Puckett <[email protected]>
To
[email protected]
Subject
st: xtmixed- testing difference between intercepts and slopes
Date
Mon, 14 Mar 2011 11:55:41 -0400
Dear Stata List,
I am currently conducting a multilevel longitudinal model with time
point clustered in student and student nested within high school to
examine the association between high school quality and achievement. I
have 3 categorical levels of school quality that I am interacting with
4 time points in order to test whether the slope significantly differs
across time point and quality level. I have a host of child-level and
school-level controls.
How do test whether there is a significant intercept difference
between quality levels at Time 2? Or at Time 3? Are my coefficients
displaying differences in slope or intercept? If intercept, then how
do I test for significant differences between slope of quality at
quality level 2* time 2, and quality level 3*time2.
Here is my code:
xtmixed achievement time quality##time vector.of.controls || school:,
variance cov(un) || child_id: time, variance cov(un) mle.
And example output:
achieve Coef. Std. Err. z P>z
quality
2 -1.41589 1.628779 -1.48 0.138
3 -2.989446 1.683687 -1.18 0.237
time
1 15.55104 24.33336 1.05 0.294
2 23.36034 24.53234 1.77 0.077
3 56.20899 24.9002 3.06 0.002
quality#
time
2 1 2.991244 .986465 4.05 0.000
2 2 1.5299 1.094144 1.76 0.078
2 3 1.441748 1.256821 1.15 0.251
3 1 2.798601 1.064483 3.76 0.000
3 2 1.127278 1.162627 0.88 0.377
3 3 1.970249 1.316493 1.42 0.155
ex.
control-.5441684 .4442959 -1.22 0.221 -1.414972 .3266356
_cons | -34.72625 25.54131 -1.36 0.174 -84.78629 15.33379
Thank you,
Bernadette
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