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A simplified higher-order multivariate Markov chain model
Chao Wang,Ting-Zhu Huang *
School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu 611731
*Correspondence author
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Funding: 博士点科研基金 （No.20110185110020）
Opened online:19 July 2013
Accepted by: none
Citation: Chao Wang,Ting-Zhu Huang.A simplified higher-order multivariate Markov chain model[OL]. [19 July 2013] http://en.paper.edu.cn/en_releasepaper/content/4551963
 
 
In this paper, we focus on constructing a more simplified higher-order multivariate Markov chain model. A higher-order multivariate Markov chain model for multiple categorical data sequences is proposed, and the number of parameters of the model is only O((n+s)sm2). Moreover,the convergence property is also analysed. Numerical experiments show that the model proposed is efficient.
Keywords:Higher-order multivariate Markov chain; Categorical data sequences; Multivariate Markov chain
 
 
 

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