You might use PARMS statement to specify your own starting values for the two variance components. For example,
parms (0.1)(0.05);
This could take several trial and error.
Thanks,
Jill
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As was suggested in your tracking entry on this question, you should use the NOFIT option in the MODEL statement to remove the second AUC estimate that is from the MODEL statement.
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