Let’s start with stating the obvious; the home prices are very closely correlated with availability of credit and this is the main tool the government uses to control the housing market.
Since the 2008 financial crises we had unprecedented rise in credit availability due to low interest rates with prices in some places at one point rising as much as 30% a year.