I agree entirely with the fact that real estate it is very hit or miss. But worst case scenario (assuming you have insurance) is you have to sell the house at a depressed price and take a loss on your time. With a restaurant (where 50%+ are out of business in 3 years) you rent the space, lose all the money you spent on rent, and on food and on employees etc. Very easy to lose everything with a restaurant, but you need to be fairly unlucky to loose more than you put into a house (i.e. you bought in 2007)
That being said, saving lots of money and living off of dividends is the way to go.