Hi Rob,
I click on the link to quiz activity at the top of the grade book and then select all attempts (or the attempts I want to delete) and delete.
While the front end approach might seem laborious, it takes me about 15 - 20 mins to delete attempts by the 500+ students that enrol on my courses. If there is a more efficient approach through the database, I'd be happy to hear about it too.
Dave