TY - BOOK
T1 - Limit theorems for Markov chains of finite rank
AU - Hoekstra, Æ.H.
AU - Steutel, F.W.
PY - 1982
Y1 - 1982
N2 - We consider a Markov chain with a general state space, but whose behaviour is governed by finite matrices. After a brief exposition of the basic properties of this chain its convenience as a model is illustrated by three limit theorems. The ergodic theorem, the central limit theorem and an extreme-value theorem are expressed in terms of dominant eigenvalues of finite matrices and proved by simple matrix theory.
Key words: Markov chains of finite rank, spectral decomposition of matrices, ergodic theorem, central limit theorem, extreme values.
AB - We consider a Markov chain with a general state space, but whose behaviour is governed by finite matrices. After a brief exposition of the basic properties of this chain its convenience as a model is illustrated by three limit theorems. The ergodic theorem, the central limit theorem and an extreme-value theorem are expressed in terms of dominant eigenvalues of finite matrices and proved by simple matrix theory.
Key words: Markov chains of finite rank, spectral decomposition of matrices, ergodic theorem, central limit theorem, extreme values.
M3 - Report
T3 - Memorandum COSOR
BT - Limit theorems for Markov chains of finite rank
PB - Technische Hogeschool Eindhoven
CY - Eindhoven
ER -