Github user dongjoon-hyun commented on the issue: https://github.com/apache/spark/pull/13403 Although we can not change old API, I think it's a good idea to add `popVariance` and `popStdev` clearly. If everything in this PR is now allowed, what about just adding an explicit note on old `StatCounter.variance` and `StatCounter.stdev`? http://spark.apache.org/docs/2.0.0-preview/api/scala/index.html#org.apache.spark.util.StatCounter
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