000 01799 a2200241 4500
008 240520b |||||||| |||| 00| 0 eng d
020 _a9780444864000 (HB)
041 _aeng
080 _a519.21
_bREV
100 _aRevuz, D.
245 _aMarkov Chains
260 _bNorth-Holland
_c1984
_aAmsterdam
300 _axi, 374p.
490 _aNorth-Holland Mathematical Library
_v11
504 _aIncludes References (356-370)
505 _a1. Transition Probabilities Markov Chains 2. Potential Theory 3. Transcience and Recurrence 4. Pointwise Ergodic Theory 5. Transient Random Walks 6. Ergodic Theory of Harris Chains 7. Martin Boundary 8. Potential Theory for Harris Chains 9. Recurrent Random Walks 10. Construction of Markov Chains and Resolvents
520 _aThis is the revised and augmented edition of a now classic book which is an introduction to sub-Markovian kernels on general measurable spaces and their associated homogeneous Markov chains. The first part, an expository text on the foundations of the subject, is intended for post-graduate students. A study of potential theory, the basic classification of chains according to their asymptotic behaviour and the celebrated Chacon-Ornstein theorem are examined in detail. The second part of the book is at a more advanced level and includes a treatment of random walks on general locally compact abelian groups. Further chapters develop renewal theory, an introduction to Martin boundary and the study of chains recurrent in the Harris sense. Finally, the last chapter deals with the construction of chains starting from a kernel satisfying some kind of maximum principle.
650 _aMarkov Processes
650 _aStochastic Processes
650 _aProbability
690 _aMathematics
942 _cBK
999 _c60121
_d60121