In this talk, we consider the long time behavior for pure diffusions with semi-Markov switching. Some sufficient conditions for the maximum principle、Harnack inequality for such systems have been provided. As by product, we show that the CIR model with semi-Markov switching has a unique stationary distribution. Finally, we provide a new approach to estimate the states of the switching chain.
