If the solution found within an hour is acceptable, you could set MAXTIME=3600.
If you want to find solver option settings that will yield an optimal solution more quickly, you might try the OPTMILP option tuner.
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Learn how to run multiple linear regression models with and without interactions, presented by SAS user Alex Chaplin.
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