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We propose a method with a single predictor for equity premium prediction,in which three scenarios are defined as low,average,and high return scenarios respectively,with their occurrence assumed to follow a Markov chain,and equity premium forecast is determined by combining the predicted expected excess returns for the three scenarios with the estimated probability that they will occur.