If we let the state at time n depend only on whether or not it is raining at time n, then the preceding model is not a Markov chain (why not?).
However, we can transform this model into a Markov chain by saying that the state at any time is determined by the weather conditions during both that day and the previous day.
In other words, we can say that process is in