The retrospective test method should allow comparisons to previous probe values. For example the actual value compared to yesterdays value.
This also includes sliding point in times (compare against the value from 7 days ago).
And it may also include aggregates from sliding time windows (compare against the average/max or similar of the previous 30 days).