Time reversibility of stationary regular finite-state Markov chains

被引:10
|
作者
McCausland, William J.
机构
[1] Univ Montreal, Ctr Interuniv Rech Econ Quantitat, Montreal, PQ H3C 3J7, Canada
[2] Univ Montreal, Ctr Interuniv Rech Anal Org, Dept Sci Econ, Montreal, PQ H3C 3J7, Canada
关键词
finite-state Markov chains; time reversibility; Bayesian inference; hidden Markov models; RETAIL PRICE CYCLES;
D O I
10.1016/j.jeconom.2005.09.001
中图分类号
F [经济];
学科分类号
02 ;
摘要
We propose an alternate parameterization of stationary regular finite-state Markov chains, and a decomposition of the parameter into time reversible and time irreversible parts. We demonstrate some useful properties of the decomposition, and propose an index for a certain type of time irreversibility, applicable to chains whose states are naturally ordered. Two empirical examples illustrate the use of the proposed parameter, decomposition and index. One, on gasoline price markups, involves observed states. The other, on U.S. investment growth, features latent states. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:303 / 318
页数:16
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