Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems:
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 m...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c2002
|
| Schriftenreihe: | Series on concrete and applicable mathematics
v. 4 |
| Schlagworte: | |
| Online-Zugang: | FHN01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | xv, 441 p. ill |
| ISBN: | 9789812777966 |
Internformat
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| id | DE-604.BV044635203 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:46Z |
| institution | BVB |
| isbn | 9789812777966 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030033174 |
| oclc_num | 881298729 |
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| physical | xv, 441 p. ill |
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| publishDate | 2002 |
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| spelling | Tan, W. Y. 1934- Verfasser aut Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems Tan Wai-Yuan Singapore World Scientific Pub. Co. c2002 xv, 441 p. ill txt rdacontent c rdamedia cr rdacarrier Series on concrete and applicable mathematics v. 4 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 Medicine / Mathematical models Stochastic processes Genetics / Mathematical models AIDS (Disease) / Mathematical models Cancer / Mathematical models Biomathematik (DE-588)4139408-2 gnd rswk-swf Stochastisches Modell (DE-588)4057633-4 gnd rswk-swf Biomathematik (DE-588)4139408-2 s Stochastisches Modell (DE-588)4057633-4 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9789810248680 Erscheint auch als Druck-Ausgabe 9810248687 Erscheint auch als Druck-Ausgabe 9810248695 http://www.worldscientific.com/worldscibooks/10.1142/4894#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Tan, W. Y. 1934- Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems Medicine / Mathematical models Stochastic processes Genetics / Mathematical models AIDS (Disease) / Mathematical models Cancer / Mathematical models Biomathematik (DE-588)4139408-2 gnd Stochastisches Modell (DE-588)4057633-4 gnd |
| subject_GND | (DE-588)4139408-2 (DE-588)4057633-4 |
| title | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems |
| title_auth | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems |
| title_exact_search | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems |
| title_full | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems Tan Wai-Yuan |
| title_fullStr | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems Tan Wai-Yuan |
| title_full_unstemmed | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems Tan Wai-Yuan |
| title_short | Stochastic models with applications to genetics, cancers, AIDS and other biomedical systems |
| title_sort | stochastic models with applications to genetics cancers aids and other biomedical systems |
| topic | Medicine / Mathematical models Stochastic processes Genetics / Mathematical models AIDS (Disease) / Mathematical models Cancer / Mathematical models Biomathematik (DE-588)4139408-2 gnd Stochastisches Modell (DE-588)4057633-4 gnd |
| topic_facet | Medicine / Mathematical models Stochastic processes Genetics / Mathematical models AIDS (Disease) / Mathematical models Cancer / Mathematical models Biomathematik Stochastisches Modell |
| url | http://www.worldscientific.com/worldscibooks/10.1142/4894#t=toc |
| work_keys_str_mv | AT tanwy stochasticmodelswithapplicationstogeneticscancersaidsandotherbiomedicalsystems |