How is it cheaper? If Amazon has to decide to promote item A instead of the next Kindle reader or some other product, there’s certainly an opportunity cost. To blanketly state it absolutely costs less is too naive and merely an assumption.
How? If a publisher was ready to pay X amount of dollars to gain that level of exposure on amazon.com, and Amazon chose to forfeit that revenue, the “cost” to them was exactly X dollars.