Abstract
We analyze sequences of letters on a ring. Our objective is to determine the statistics of the occurrences of a set of r-letter words when the sequence is chosen as a periodic Markov chain of order ≤ r - 1. We first obtain a generating function for the associated probability distribution and then display its Poisson limit. For an i.i.d. letter sequence, correction terms to the Poisson limit are given. Finally, we indicate how a hidden Markov chain fits into this scheme.
Original language | English (US) |
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Pages (from-to) | 145-160 |
Number of pages | 16 |
Journal | Communications on Pure and Applied Mathematics |
Volume | 59 |
Issue number | 1 |
DOIs | |
State | Published - Jan 2006 |
ASJC Scopus subject areas
- General Mathematics
- Applied Mathematics