Suppose you run a regression of house transaction prices on the dummy variable indicating whether the house is installed with a modern electronic heating system. Suppose you do this over the last 20 years, and you nd that the coecient has increased in the last 5 years. In the context of the model discussed in the lecture, discuss two important reasons what is the underlying driving force of the increased regression coecient.