scholarly journals Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences

2019 ◽  
Vol 10 (6) ◽  
pp. 1-21
Author(s):  
Milad Leyli-Abadi ◽  
Allou samé ◽  
Latifa Oukhellou ◽  
Nicolas Cheifetz ◽  
Pierre Mandel ◽  
...  
Keyword(s):  
Markov Chains ◽  
Water Consumption ◽  
Consumption Behavior ◽  
Nonhomogeneous Markov Chains ◽  
Model Water ◽  
Behavior Sequences

scholarly journals Weak ergodicity of nonhomogeneous Markov chains on noncommutative $L^1$-spaces

2013 ◽  
Vol 7 (2) ◽  
pp. 53-73 ◽  
Author(s):  
Farrukh Mukhamedov
Keyword(s):  
Markov Chains ◽  
Weak Ergodicity ◽  
Nonhomogeneous Markov Chains

scholarly journals Small time Edgeworth-type expansions for weakly convergent nonhomogeneous Markov chains

2007 ◽  
Vol 143 (1-2) ◽  
pp. 137-176 ◽  
Author(s):  
Valentin Konakov ◽  
Enno Mammen
Keyword(s):  
Markov Chains ◽  
Small Time ◽  
Nonhomogeneous Markov Chains

SOME LIMIT THEOREMS OF DELAYED AVERAGES FOR COUNTABLE NONHOMOGENEOUS MARKOV CHAINS

2019 ◽  
pp. 1-19
Author(s):  
Pingping Zhong ◽  
Weiguo Yang ◽  
Zhiyan Shi ◽  
Yan Zhang
Keyword(s):  
Information Theory ◽  
Markov Chains ◽  
Limit Theorems ◽  
Law Of Large Numbers ◽  
Strong Law ◽  
Strong Ergodicity ◽  
Large Numbers ◽  
Nonhomogeneous Markov Chains ◽  
Definition Of ◽  
Bivariate Functions

AbstractThe purpose of this paper is to establish some limit theorems of delayed averages for countable nonhomogeneous Markov chains. The definition of the generalized C-strong ergodicity and the generalized uniformly C-strong ergodicity for countable nonhomogeneous Markov chains is introduced first. Then a theorem about the generalized C-strong ergodicity and the generalized uniformly C-strong ergodicity for the nonhomogeneous Markov chains is established, and its applications to the information theory are given. Finally, the strong law of large numbers of delayed averages of bivariate functions for countable nonhomogeneous Markov chains is proved.

Occupation times for nonhomogeneous Markov chains with discrete time

1992 ◽  
Vol 61 (1) ◽  
pp. 1846-1852
Author(s):  
S. S. Vallander
Keyword(s):  
Markov Chains ◽  
Discrete Time ◽  
Occupation Times ◽  
Nonhomogeneous Markov Chains

scholarly journals Strong law of large numbers for countable nonhomogeneous Markov chains

2009 ◽  
Vol 430 (11-12) ◽  
pp. 3008-3018 ◽  
Author(s):  
Weiguo Yang
Keyword(s):  
Markov Chains ◽  
Law Of Large Numbers ◽  
Strong Law ◽  
Large Numbers ◽  
Nonhomogeneous Markov Chains

Invariance principle for nonhomogeneous Markov chains

1977 ◽  
Vol 17 (2) ◽  
pp. 184-192 ◽  
Author(s):  
P. Gudynas
Keyword(s):  
Markov Chains ◽  
Invariance Principle ◽  
Nonhomogeneous Markov Chains

scholarly journals On Two Recent Papers on Ergodicity in Nonhomogeneous Markov Chains

1972 ◽  
Vol 43 (5) ◽  
pp. 1732-1736 ◽  
Author(s):  
Marius Iosifescu
Keyword(s):  
Markov Chains ◽  
Nonhomogeneous Markov Chains

Some limit properties for the th-order nonhomogeneous Markov chains indexed by an rooted Cayley tree

2010 ◽  
Vol 80 (15-16) ◽  
pp. 1223-1233 ◽  
Author(s):  
Zhiyan Shi ◽  
Weiguo Yang
Keyword(s):  
Markov Chains ◽  
Cayley Tree ◽  
Nonhomogeneous Markov Chains
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