Changing the calendar theme then changing and clearing the cache by saving the calendar settings resolves this issue.
- Log into WordPress as an administrator
- Go to Events > Calendar Themes
- Select a different Event Calendar Theme and save
- Change the calendar theme back and save again.
- Then to fully clear the cache, go to Events > Settings and click Save Settings