Github user JihongMA commented on the pull request:

    https://github.com/apache/spark/pull/9705#issuecomment-157164943
  
    @yhuai, so only when count = 1, stddev/stddev_samp return NaN, stddev_pop 
return 0, when count =0, stddev/stddev_samp/stddev_pop all return null.  same 
for variance, kurtosis, swewness, this was the inital proposal..  for average, 
will continue to return null when count = 0?


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