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Record Nr. |
UNINA9910450987003321 |
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Autore |
Tan W. Y. <1934-> |
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Titolo |
Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems [[electronic resource] /] / Tan Wai-Yuan |
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Pubbl/distr/stampa |
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Singapore ; ; River Edge, N.J., : World Scientific, c2002 |
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ISBN |
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Descrizione fisica |
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1 online resource (458 p.) |
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Collana |
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Series on concrete and applicable mathematics ; ; v. 4 |
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Disciplina |
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519.2302457 |
610.15118 |
610/.1/5118 |
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Soggetti |
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Medicine - Mathematical models |
Stochastic processes |
Genetics - Mathematical models |
AIDS (Disease) - Mathematical models |
Cancer - Mathematical models |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Contents ; Preface ; 1 Introduction ; 1.1. Some Basic Concepts of Stochastic Processes and Examples ; 1.2. Markovian and Non-Markovian Processes Markov Chains and Examples ; 1.3. Diffusion Processes and Examples ; 1.4. State Space Models and Hidden Markov Models |
1.5. The Scope of the Book 1.6. Complements and Exercises ; References ; 2 Discrete Time Markov Chain Models in Genetics and Biomedical Systems ; 2.1. Examples from Genetics and AIDS ; 2.2. The Transition Probabilities and Computation |
2.3. The Structure and Decomposition of Markov Chains 2.4. Classification of States and the Dynamic Behavior of Markov Chains ; 2.5. The Absorption Probabilities of Transient States ; 2.5.1. The case when CT is finite ; 2.5.2. The case when CT is infinite |
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