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Basic properties of transition probability tensors,introduced by Ng et al.,are studied.The uniqueness of the positive eigenvector is not necessarily true in general.Sufficient conditions on this class of tensors are investigated to ensure the uniqueness of positive Z-eigenvector.Three different methods: Contraction mappings,monotone operator,and the Brouwer index of fixed points,are applied in this study.