Purge long term statistics for device/entity

After changing the location of a Xiaomi ZigBee Temperature/Humidity sensor I would like to purge all past short and long term statistics. The long term statistics of the sensor are now obviously not correct and confusing.

Using the service call recorder.purge_entities of the recorder integration I was able to remove the short term values from the database. But the long term statistics are still there.

Is there a way to also purge the long term statistics for the sensor?