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All current documentation of the bin-free CAM algorithm incorporated in #888 only covers zero-scatter CAM. I have no strong opinion on the optimal method, but I am unhappy with noisy_percentile because of flaring at the endpoints. @duncandc may like to weigh in here after experimenting with the algorithm. It will likely be worth including a scatter optional argument in the future.
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