Abstract: In the paper, we discuss the necessary and sufficient conditions for the existence of the higher-order （4th-order, 8th-order and general 2in-th order） stationary solutions to the doubly stochastic time series AR（1）-MA（q） models, which are essential for discussing the moment estimation of the model parameters and the asymptotic properties of the sample moment estimators.