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Fragment of a discussion from Talk:Rolling Averages
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Adding point removal isn't hard, the hard thing is to keep the right tree structure, which I haven't seen in most implementation, which is necessary to keep the tree performant.

Removing a point is essentially:

  1. search it as normal.
  2. iterate through each of the bucket and erases it.
Xor (talk)05:34, 8 August 2021