Add Modified Z-Score anomaly detection

[clausherther]

see: https://www.statology.org/modified-z-score/

For timeseries, requires:

• window version of median/percentile function...does this exist for all platforms?

or, we'd test across fixed window via row_condition, i.e. date >= last 30 days etc