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Stochastic Models With Applications To Genetics Cancers Aids And Other Biomedical Systems Second Edition PDF

Stochastic Models With Applications To Genetics Cancers Aids And Other Biomedical Systems Second Edition PDF Free Download

Stochastic Models With Applications To Genetics Cancers Aids And Other Biomedical Systems Second Edition PDF
Author Wai-Yuan Tan
File size 3.68 MB
Year 2015
Pages 522
Language English
File format PDF
Category
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Book 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.

Stochastic Models With Applications To Genetics Cancers Aids And Other Biomedical Systems Second Edition PDF Stochastic Models With Applications To Genetics Cancers Aids And Other Biomedical Systems Second Edition PDF Free Download Stochastic Models With Applications To Genetics Cancers Aids And Other Biomedical Systems Second Edition PDF Ebook