Github user josepablocam commented on the pull request:

    https://github.com/apache/spark/pull/7278#issuecomment-119750522
  
    Made some changes to the API after discussing with @sryza , now all 
distributions require their respective parameters to be passed in as arguments. 
The general idea here is to separate the process of parameter fitting from 
goodness of fit testing. Docs and tests have been adapted accordingly. 


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