One challenging and critical problem in behavior finance is how to establish verifiable models describing the appearance price bubbles.In this paper, Building on Shleifer and Vishny (1979), seminal work, and with assumption of being myopic arbitragers, the aim is to test if existence of rational bubble is due to activity and response of noise traders to noisy information?Using Tehran Stock Exchange data from 2004:M3 to 2015:M6, an autoregressive regime-switching model of stock price dynamics in which the process creates pricing bubbles in one regime while a linear co-integration relationship between dividends and prices prevails in the other, is estimated. Empirical results indicate that the probability of regime-switching depends on exogenous inflation and lagged price. The results emphasize the importance of the impact of noisy information causing the deviation of prices from intrinsic value.