scholarly journals Case for First Courses on Finite Markov Chain Modeling to Include Sojourn Time Cycle Chart

SIAM Review ◽  
2019 ◽  
Vol 61 (2) ◽  
pp. 347-360
Author(s):  
Samuel Awoniyi ◽  
Ira Wheaton
Author(s):  
E. A. Perepelkin ◽  

The problem of constructing a state estimation of inhomogeneous finite Markov chain based on a Luenberger observer is solved. The conditions of existence of the observer are defined. An algorithm for synthesizing the observer is described.


1984 ◽  
Vol 16 (04) ◽  
pp. 804-818 ◽  
Author(s):  
Moshe Haviv ◽  
Ludo Van Der Heyden

This paper discusses perturbation bounds for the stationary distribution of a finite indecomposable Markov chain. Existing bounds are reviewed. New bounds are presented which more completely exploit the stochastic features of the perturbation and which also are easily computable. Examples illustrate the tightness of the bounds and their application to bounding the error in the Simon–Ando aggregation technique for approximating the stationary distribution of a nearly completely decomposable Markov chain.


2014 ◽  
Vol 4 (1) ◽  
pp. 1-29 ◽  
Author(s):  
Lars Frederik Brandt Henriksen ◽  
Jeppe Woetmann Nielsen ◽  
Mogens Steffensen ◽  
Christian Svensson

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