Here is the link for the related bug:
https://issues.apache.org/jira/browse/MATH-1495

I have suggested two possible fixes when NaturalRanking#rank() is called on
an array of all NaNs:
1) throwing an IllegalArgumentException
2) Returning an empty array

I want to create a pull request regarding it, which fix do you suggest I
should go for?

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