Rolling median absolute deviation, median(|x - median|), a robust scale estimate.
Trailing-window length.
Warmup handling before the window is full (strict, expanding, or zero).
https://screamer.readthedocs.io/en/latest/ for the Python reference and full details.
Rolling median absolute deviation, median(|x - median|), a robust scale estimate.