Well if it was FedEx probably 2 days. Media Mail is weird, could be 2 days, could go for a detour and be 7 days. I'd say 3 or 4 though under normal circumstances.
Edit: For those wondering, we're just about done the Gift Editions. I'm expecting to be onto the Artist Editions probably on Wednesday.