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Jul 10, 2021 at 9:06 answer added pveentjer timeline score: 1
May 23, 2021 at 18:16 vote accept BMBM
May 23, 2021 at 11:26 comment added BMBM @amon, fair enough, in W1, t=12/13 should NOT have been marked. For W2 I think that would be OK to color t=38 maybe in orange or so, as a kind of "in between". What I'm struggling with a bit is for example the "drop off" part, so that I can gloss over drops of 1 or 2 mins but still return back to normal state as soon as the situation steadily normalizes (values are below threshold.)
May 23, 2021 at 7:23 answer added Bart van Ingen Schenau timeline score: 3
May 22, 2021 at 22:25 comment added amon You have already described an approach that is close to an implementable algorithm, but it doesn't seem to match your graphics. For example, you've marked t=12 despite being under T1, and not marked T=38 despite being over T1. I wouldn't worry about normal distributions since a lot of statistics can still be done in a non-parametric manner. Percentiles are a robust metric that can be used without assuming any distribution.
May 22, 2021 at 18:24 comment added candied_orange I’m not sure how you’ll define the difference between “normal” and “extreme” without assuming some kind of distribution. Don’t you need an assumed distribution to define what constitutes an outlier?
May 22, 2021 at 15:20 history asked BMBM CC BY-SA 4.0