Seller would be reluctant to refund, as using the reason out of stock and he gets a damaging defect on his account.
If he waits until you open a not received case then he can refund without damaging his account.
Remember to leave NEGATIVE feedback, but just say SELLER WOULD NOT HONOUR THE SALE, then no reason for eBay to remove it. Also mark down star ratings.