Is there any way to create cumulative Average aggregation similar to cumulative Sum

I have tried using bucket script to calculate cumulative average since bucket script cant be used in kibana.
is there any other way to calculate cumulative Average?

I have a field Defect Density with respect to months.
now i have to find Cumulative Average and display it in Kibana.

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