Semi-Markov Chains and Hidden Semi-Markov Models toward Applications
| Autor: | Vlad Stefan Barbu, Nikolaos Limnios |
|---|---|
| EAN: | 9780387731735 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 07.01.2009 |
| Untertitel: | Their Use in Reliability and DNA Analysis |
| Kategorie: | |
| Schlagworte: | DNA analysis EM algorithm Markov chain Markov model Markov process Probability theory bioinformatics estimation hidden semi-Markov model reliability semi-Markov chains |
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Here is a work that adds much to the sum of our knowledge in a key area of science today. It is concerned with the estimation of discrete-time semi-Markov and hidden semi-Markov processes. A unique feature of the book is the use of discrete time, especially useful in some specific applications where the time scale is intrinsically discrete. The models presented in the book are specifically adapted to reliability studies and DNA analysis. The book is mainly intended for applied probabilists and statisticians interested in semi-Markov chains theory, reliability and DNA analysis, and for theoretical oriented reliability and bioinformatics engineers.
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