%0 Journal Article %T Stationary Probability Vectors of Higher-order Markov Chains %A Chi-Kwong Li %A Shixiao Zhang %J Mathematics %D 2013 %I arXiv %X We consider the higher-order Markov Chain, and characterize the second order Markov chains admitting every probability distribution vector as a stationary vector. The result is used to construct Markov chains of higher-order with the same property. We also study conditions under which the set of stationary vectors of the Markov chain has a certain affine dimension. %U http://arxiv.org/abs/1303.3639v2