ggstat
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Consider using t-digest for streaming quantiles
Consider using t-digest for calculating streaming quantiles:
https://github.com/tdunning/t-digest contains java source and a paper describing the algorithm.
there are also implementations in other languages noted in the above repo.
I am surprised this isn't already available in R. I wish I had the skills to implement myself for R.