The simplest non-parametric screening tools we have are ones that check for repeat values, do bounds check or perform medium filtration. The new implementatio is multi-variate, but needs to be tested and documented something that wasn't too terribly slick even in python 2. We probably should separate bounds checking and median filter stuff in case someone wants to do bounds check alone (having bounds check be part of median_filter seems fine. Put this in pyschism milestone because of use in metrics.
The simplest non-parametric screening tools we have are ones that check for repeat values, do bounds check or perform medium filtration. The new implementatio is multi-variate, but needs to be tested and documented something that wasn't too terribly slick even in python 2. We probably should separate bounds checking and median filter stuff in case someone wants to do bounds check alone (having bounds check be part of median_filter seems fine. Put this in pyschism milestone because of use in metrics.