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  • Questions about constraining random effect when estimating multilevel multinomial logistic model with GSEM

    Hi all,

    I am estimating a multilevel multinomial logistic model with GSEM and do not fully understand constraining random effects and how to interpret these effects.

    Here is a simple null model: gsem (i.speed_pattern <- Le1[tid]), mlogit

    The result is:

    Click image for larger version

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    My questions are:

    1) what is the meaning of constraining random effect for 1.speed_pattern, and how do I understand it?
    2) what is Le1[tid] (random effect) in other classes? Is it the average difference between group intercepts and the overall intercept? Or standard deviation, or other things?
    3) I guess var(Le1[tid]) considers five classes. Does it calculate from Le1[tid] at different classes?

    Thank you in advance!

    Best,
    Hong
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