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Computing sums of the columns of an array

Thanks everyone.
Gavin Simpson wrote:

            
It's in the middle of a loop.  I'm doing some maximum likelihood 
estimation, and having to evaluate my model over and over again for 
different parameter values.

Thanks,
Martin