Sale!

Stochastic Models with Applications to Genetics Cancers AIDS and Other Biomedical Systems Series on Concrete and Applicable Mathematics Volume 4 1st Edition by Tan Wai Yuan 9789812777966 9812777962

Original price was: $50.00.Current price is: $35.00.

Stochastic Models with Applications to Genetics Cancers AIDS and Other Biomedical Systems Series on Concrete and Applicable Mathematics Volume 4 1st Edition Tan Wai-Yuan Digital Instant Download

Author(s): Tan Wai-Yuan
ISBN(s): 9789812777966, 9812777962
Edition: 1st
File Details: PDF, 14.16 MB
Year: 2002
Language: english
SKU: EB-1745494 Category: Tag:

Stochastic Models with Applications to Genetics Cancers AIDS and Other Biomedical Systems Series on Concrete and Applicable Mathematics Volume 4 1st Edition by Tan Wai Yuan – Ebook PDF Instant Download/Delivery: 9789812777966, 9812777962

Full download Stochastic Models with Applications to Genetics Cancers AIDS and Other Biomedical Systems Series on Concrete and Applicable Mathematics Volume 4 1st Edition after payment

 

Product details:

ISBN 10: 9812777962

ISBN 13: 9789812777966

Author: Tan Wai-Yuan

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.

Table of contents:

1 Introduction

2 Discrete Time Markov Chain Models in Genetics and Biomedical Systems

3 Stationary Distributions and MCMC in Discrete Time Markov Chains

4 Continuous-Time Markov Chain Models in Genetics Cancers and AIDS

5 Absorption Probabilities and Stationary Distributions in Continuous-Time Markov Chain Models

6 Diffusion Models in Genetics Cancer and AIDS

7 Asymptotic Distributions Stationary Distributions and Absorption Probabilities in Diffusion Models

8 State Space Models and Some Examples from Cancer and AIDS

9 Some General Theories of State Space Models and Applications

People also search:

stochastic model biology

stochastic generative model

stochastic models vs deterministic

stochastic models examples

stochastic genes

Tags: Tan Wai Yuan, Stochastic, Models, Applications