In the "Activity Controls"[0] section of one's google account, there's an option for "auto-delete".

Now that I'm looking for it, I don't see Calendar listed as one of the products controlled here, but it might be grouped under GMail or something.

[0] https://myactivity.google.com/activitycontrols