st: multi-level modeling with multiple imputed data in STATA

[tdavis7@emory.edu]

Hello -

I have a multi-level model with missing data at level 2 (school).  I 
have used Amelia to impute multiple data sets to solve the missing data 
problem.

However, it doesn't appear that Stata supports multi-level modeling 
with any of the imputed data commands (mifit for example).  It also 
does not appear that gllamm or xtmixed support multiple imputed data.  
Am I correct?

I would think that Stata can combine the variables from the imputed 
data sets into an average data set?  Is this correct?  If so, is this 
even prudent?

I would appreciate any comments.







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