A resounding maybe.
I have a few apps that I've deleted from the iPad, and are no longer available for purchase. They still show up in my Purchased tab in the Apps Store, available for download.
I do not know if this is going to be consistent.
Perhaps one of our developers knows what the policy is for discontinued apps, and availability for those who purchased it.