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Multilevel random intercept & random ...
Multilevel Data/Complex Sample
posted on Saturday, April 23, 2016 - 2:43 am
Is it possible to have a multilevel factor model with random intercepts and random slopes for factor loadings?
This would be similar to User Manual v7 Example 9.10 (p.283) but with y1-y4 also having random intercepts and random slopes together with y5 but without the use of a covariate w?
If so, how might such a model be configured in Mplus?
Linda K. Muthen
posted on Saturday, April 23, 2016 - 5:57 am
Yes. You would need a bar statement for each of the other factor indicators and to remove w from the analysis. This could be computationally heavy.
posted on Saturday, April 23, 2016 - 5:26 pm
Thank you Linda, would it look like this?
fw BY y1*-y5;
s1 | y1 ON fw;
s2 | y2 ON fw;
s3 | y3 ON fw;
s4 | y4 ON fw;
s5 | y5 ON fw;
fb BY y1*-y5;
y1 s1 ON fb;
y2 s2 ON fb;
y3 s3 ON fb;
y4 s4 ON fb;
y5 s5 ON fb;
Bengt O. Muthen
posted on Sunday, April 24, 2016 - 10:49 am
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