improve performance of Percentile
---------------------------------

                 Key: MATH-417
                 URL: https://issues.apache.org/jira/browse/MATH-417
             Project: Commons Math
          Issue Type: Improvement
    Affects Versions: 2.1
            Reporter: Luc Maisonobe
             Fix For: 2.2


The 2.1 implementation of Percentile sorts the sample array each time its 
evaluate method is called.
When a lot of different percentiles are to be computed for the same sample, 
this unduces a lot of sorting work that could be avoided.
When only one percentile is desired, a complete sort is also a waste of efforts 
as it runs in O(n ln(n)) when only a selection in O(n) would be sufficient.

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