Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems
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| Title: | Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems |
|---|---|
| Description: | This book presents a systematic treatment of Markov chains, diffusion processes and state space models, as well as alternative approaches to Markov chains through stochastic difference equations and stochastic differential equations. It illustrates how these processes and approaches are applied to many problems in genetics, carcinogenesis, AIDS epidemiology and other biomedical systems.One feature of the book is that it describes the basic MCMC (Markov chain and Monte Carlo) procedures and illustrates how to use the Gibbs sampling method and the multilevel Gibbs sampling method to solve many problems in genetics, carcinogenesis, AIDS and other biomedical systems.As another feature, the book develops many state space models for many genetic problems, carcinogenesis, AIDS epidemiology and HIV pathogenesis. It shows in detail how to use the multilevel Gibbs sampling method to estimate (or predict) simultaneously the state variables and the unknown parameters in cancer chemotherapy, carcinogenesis, AIDS epidemiology and HIV pathogenesis. As a matter of fact, this book is the first to develop many state space models for many genetic problems, carcinogenesis and other biomedical problems. |
| Authors: | Wai-yuan Tan |
| Resource Type: | eBook. |
| Subjects: | AIDS (Disease), Cancer--Mathematical models, Stochastic processes, Medicine--Mathematical models, AIDS (Disease)--Mathematical models, Genetics--Mathematical models |
| Categories: | MATHEMATICS / Probability & Statistics / General |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf Text: Availability: 0 |
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| Header | DbId: nlebk DbLabel: eBook Collection (EBSCOhost) An: 210588 RelevancyScore: 979 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 978.796813964844 |
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| Items | – Name: Title Label: Title Group: Ti Data: Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems – Name: Abstract Label: Description Group: Ab Data: This book presents a systematic treatment of Markov chains, diffusion processes and state space models, as well as alternative approaches to Markov chains through stochastic difference equations and stochastic differential equations. It illustrates how these processes and approaches are applied to many problems in genetics, carcinogenesis, AIDS epidemiology and other biomedical systems.One feature of the book is that it describes the basic MCMC (Markov chain and Monte Carlo) procedures and illustrates how to use the Gibbs sampling method and the multilevel Gibbs sampling method to solve many problems in genetics, carcinogenesis, AIDS and other biomedical systems.As another feature, the book develops many state space models for many genetic problems, carcinogenesis, AIDS epidemiology and HIV pathogenesis. It shows in detail how to use the multilevel Gibbs sampling method to estimate (or predict) simultaneously the state variables and the unknown parameters in cancer chemotherapy, carcinogenesis, AIDS epidemiology and HIV pathogenesis. As a matter of fact, this book is the first to develop many state space models for many genetic problems, carcinogenesis and other biomedical problems. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Wai-yuan+Tan%22">Wai-yuan Tan</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22AIDS+%28Disease%29%22">AIDS (Disease)</searchLink><br /><searchLink fieldCode="DE" term="%22Cancer--Mathematical+models%22">Cancer--Mathematical models</searchLink><br /><searchLink fieldCode="DE" term="%22Stochastic+processes%22">Stochastic processes</searchLink><br /><searchLink fieldCode="DE" term="%22Medicine--Mathematical+models%22">Medicine--Mathematical models</searchLink><br /><searchLink fieldCode="DE" term="%22AIDS+%28Disease%29--Mathematical+models%22">AIDS (Disease)--Mathematical models</searchLink><br /><searchLink fieldCode="DE" term="%22Genetics--Mathematical+models%22">Genetics--Mathematical models</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Probability+%26+Statistics+%2F+General%22">MATHEMATICS / Probability & Statistics / General</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 610.15118 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: AIDS (Disease) Type: general – SubjectFull: Cancer--Mathematical models Type: general – SubjectFull: Stochastic processes Type: general – SubjectFull: Medicine--Mathematical models Type: general – SubjectFull: AIDS (Disease)--Mathematical models Type: general – SubjectFull: Genetics--Mathematical models Type: general Titles: – TitleFull: Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wai-yuan Tan – PersonEntity: Name: NameFull: Wai-yuan Tan IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2002 – D: 04 M: 02 Type: profile Y: 2014 Identifiers: – Type: isbn-print Value: 9789810248680 – Type: isbn-electronic Value: 9789812777966 Numbering: – Type: volume Value: 00004 Titles: – TitleFull: Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems Type: main |
| ResultId | 1 |
