On some statistics connected with runs in Markov chains

Author:

Banjević Dragan

Abstract

We consider a class of statistics connected with the history of a Markov chain before the first occurrence of certain runs. Methods for deriving generating functions, distributions and moments of the statistics considered are given. In the case of i.i.d. random variables, explicit formulas are derived.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

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1. Bibliography;Runs and Scans with Applications;2011-10-14

2. An Overview on the Distribution of Word Counts in Markov Chains;Journal of Computational Biology;2000-02

3. Waiting Times and Number of Appearances of Events in a Sequence of Discrete Random Variables;Advances in Combinatorial Methods and Applications to Probability and Statistics;1997

4. Recursive relations for the distribution of waiting times in a Markov chain;Journal of Applied Probability;1996-03

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