Random time-changes and asymptotic results for a class of continuous-time Markov chains on integers with alternating rates

IF 0.7 Q3 STATISTICS & PROBABILITY Modern Stochastics-Theory and Applications Pub Date : 2018-02-18 DOI:10.15559/20-vmsta169
L. Beghin, C. Macci, B. Martinucci
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引用次数: 3

Abstract

We consider continuous-time Markov chains on integers which allow transitions to adjacent states only, with alternating rates. We give explicit formulas for probability generating functions, and also for means, variances and state probabilities of the random variables of the process. Moreover we study independent random time-changes with the inverse of the stable subordinator, the stable subordinator and the tempered stable subodinator. We also present some asymptotic results in the fashion of large deviations. These results give some generalizations of those presented in Di Crescenzo A., Macci C., Martinucci B. (2014).
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一类交替速率整数上连续时间马尔可夫链的随机时变及渐近结果
我们考虑整数上的连续时间马尔可夫链,它只允许以交替速率过渡到相邻状态。给出了概率生成函数的显式公式,以及过程随机变量的均值、方差和状态概率的显式公式。此外,我们还研究了具有稳定从属、稳定从属和缓变稳定从属逆的独立随机时变。我们还以大偏差的方式给出了一些渐近结果。这些结果对Di Crescenzo A.、Macci C.、Martinucci B.(2014)提出的结果进行了一些概括。
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来源期刊
Modern Stochastics-Theory and Applications
Modern Stochastics-Theory and Applications STATISTICS & PROBABILITY-
CiteScore
1.30
自引率
50.00%
发文量
0
审稿时长
10 weeks
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