I've heard 3x income as a rule of thumb for how much house one can afford, but it looks like that's never been widely followed. It also doesn't make a whole heck of a lot of sense as interest rates have varied so widely - a better rule of thumb might be a ratio between the total amount of payments over the life of a mortgage and one's income.