Discontinuing Stock Items is how you remove a stock item from the listing because it is no longer sold, you can bring this item back at any time and it is still in the system for reporting purposes. 

To Discontinue an Item highlight it in the Stock Item listing and press the Discontinue Button to the Left to the add Button