The key thing is to consider transportation costs in addition to housing costs. When you do this the balance shifts, and walkable neighbourhoods with high housing prices suddenly become a lot more affordable.

They studied this in Metro Vancouver and found that the "expensive" downtown core was actually more affordable than the outer suburbs where you had to use a car for all transportation needs.