Probably the easiest way would be to inspect your item with Firebug ( firefox add-on) and edit the css. With firebug you will be able to event try changing things on the live page ( visible to you only and lasts until you refresh the page, but very handy for trying different changes before setting them in stone).
Checkout button may not appear if you have any restrictions on how many products a customer has to buy. Does it appear if you use different module style for the checkout module??? Also, make sure that in your cart module you have "Show proceed button in the cart" set to YES.
But with the "each" near the price, see if you can get to with with firebug and then set that item to display: none
Hope that helps