Typically (since 1955)

Shelter inflation (green line below)
run about the same as overall inflation (blue line below)

Right now is one of roughly one of 6 periods when it is higher than overall inflation.

Note also that the one time home prices actually declined (red arrow) the decline was relatively modest but, it was pretty scary at the time.