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This paper develops a stochastic model for asset returns to test the conventional Capital Asset Pricing Model.Assuming the economic regime over time shifts according to a Markov chain embedded in economic indicators,we test the dependency of both the equilibrium risk premium and the associated risk of asset returns on the economic regime shifts.