Yes you can decline it, just make sure to read your rental contract before you sign it to be sure they left it off, sometimes they'll "forget" that you declined it.
That said, unless you have coverage through a credit card or your own auto insurance, if you cause an accident or there is any damage to the car, you are out the $$$.