I have chosen to feed my dogs raw. It can be an overwhelming decision, as you can't look at a package for guidelines. But the health benefits far outweigh, and with some reading and resources, it's much easier than it first seems! Here are some of the resources that helped me:

Natural rearing
Dogs are carnivores
Raw fed myths
Raw feeding FAQ
Calculate how much to feed your dog raw
Yahoo raw feeding group