A new result on the convergence of nonhomogeneous stochastic chains
HTML articles powered by AMS MathViewer
- by Arunava Mukherjea
- Trans. Amer. Math. Soc. 262 (1980), 505-520
- DOI: https://doi.org/10.1090/S0002-9947-1980-0586731-3
- PDF | Request permission
Abstract:
Nonhomogeneous stochastic chains with a finite number of states are considered in this paper. Convergence of such chains is established here in terms of strong ergodicity of certain related chains of smaller size. These results are shown to be best possible and extend earlier results of Maksimov. Nonnegative idempotent matrices are also considered.References
- Kai Lai Chung, Markov chains with stationary transition probabilities, 2nd ed., Die Grundlehren der mathematischen Wissenschaften, Band 104, Springer-Verlag New York, Inc., New York, 1967. MR 0217872
- Herbert Heyer, Probability measures on locally compact groups, Ergebnisse der Mathematik und ihrer Grenzgebiete, Band 94, Springer-Verlag, Berlin-New York, 1977. MR 0501241
- Dean L. Isaacson and Richard W. Madsen, Markov chains, Wiley Series in Probability and Mathematical Statistics, John Wiley & Sons, New York-London-Sydney, 1976. Theory and Applications. MR 0407991 V. M. Maksimov, Convergence of non-homogeneous bistochastic Markov chains, Theor. Probability Appl. 15 (1970), 604-618.
- Per Martin-Löf, Probability theory on discrete semigroups, Z. Wahrscheinlichkeitstheorie und Verw. Gebiete 4 (1965), 78–102. MR 184267, DOI 10.1007/BF00535486
- Arunava Mukherjea, Limit theorems: stochastic matrices, ergodic Markov chains, and measures on semigroups, Probabilistic analysis and related topics, Vol. 2, Academic Press, New York-London, 1979, pp. 143–203. MR 556681
- E. Seneta, Non-negative matrices, Halsted Press [John Wiley & Sons], New York, 1973. An introduction to theory and applications. MR 0389944
- E. Seneta, On the historical development of the theory of finite inhomogeneous Markov chains, Proc. Cambridge Philos. Soc. 74 (1973), 507–513. MR 331522, DOI 10.1017/s0305004100077276
- J. Wolfowitz, Products of indecomposable, aperiodic, stochastic matrices, Proc. Amer. Math. Soc. 14 (1963), 733–737. MR 154756, DOI 10.1090/S0002-9939-1963-0154756-3
Bibliographic Information
- © Copyright 1980 American Mathematical Society
- Journal: Trans. Amer. Math. Soc. 262 (1980), 505-520
- MSC: Primary 60J10
- DOI: https://doi.org/10.1090/S0002-9947-1980-0586731-3
- MathSciNet review: 586731