Can I make a full time income as a affiliate marketer?

Can you quit you day job? Promoting other people products, I read a book and so far its fell short, I have just spent money on domain names and hosting. I am not looking for a get rich quick scheme, I just wondered if this system work for anyone, according to the guy who wrote the book I have been reading he makes 60 grand a year.