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By using the skew product definition of a Markov chain we obtain the following results:
(a) Every k-step Markov chain is a quasi-Markovian process.
(b) Every piecewise linear map with a Markovian partition defines a Markov chain for every absolutely continuous invariant measure.
(c) Satisfying the Chapman-Kolmogorov equation is not sufficient for a process to be quasi-Markovian.
Zbigniew S. Kowalski. "An Application of Skew Product Maps to Markov Chains." Bulletin of the Polish Academy of Sciences. Mathematics 55.1 (2007): 35-41. <http://eudml.org/doc/280946>.
@article{ZbigniewS2007, abstract = {
By using the skew product definition of a Markov chain we obtain the following results:
(a) Every k-step Markov chain is a quasi-Markovian process.
(b) Every piecewise linear map with a Markovian partition defines a Markov chain for every absolutely continuous invariant measure.
(c) Satisfying the Chapman-Kolmogorov equation is not sufficient for a process to be quasi-Markovian.
}, author = {Zbigniew S. Kowalski}, journal = {Bulletin of the Polish Academy of Sciences. Mathematics}, keywords = {skew product; Markov chain; quasi-Markovian process}, language = {eng}, number = {1}, pages = {35-41}, title = {An Application of Skew Product Maps to Markov Chains}, url = {http://eudml.org/doc/280946}, volume = {55}, year = {2007}, }
TY - JOUR AU - Zbigniew S. Kowalski TI - An Application of Skew Product Maps to Markov Chains JO - Bulletin of the Polish Academy of Sciences. Mathematics PY - 2007 VL - 55 IS - 1 SP - 35 EP - 41 AB -
By using the skew product definition of a Markov chain we obtain the following results:
(a) Every k-step Markov chain is a quasi-Markovian process.
(b) Every piecewise linear map with a Markovian partition defines a Markov chain for every absolutely continuous invariant measure.
(c) Satisfying the Chapman-Kolmogorov equation is not sufficient for a process to be quasi-Markovian.
LA - eng KW - skew product; Markov chain; quasi-Markovian process UR - http://eudml.org/doc/280946 ER -