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Science/Engineering Simulation and Inference for Stochastic Differential Equations: With R Examples

Posted on 2010-03-16




Name:Science/Engineering Simulation and Inference for Stochastic Differential Equations: With R Examples
ASIN/ISBN:0387758380
Language:English
File size:3 Mb
Publisher: Springer
Pages: 286
Publish Date: 2008-05-05
ISBN: 0387758380
File Type: PDF
File Size: 3 MB
   Science/Engineering Simulation and Inference for Stochastic Differential Equations: With R Examples

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Simulation and Inference for Stochastic Differential Equations: With R Examples

This book is unique because of its focus on the practical implementation of the simulation and estimation methods presented. The book will be useful to practitioners and students with only a minimal mathematical background because of the many R programs, and to more mathematically-educated practitioners.

Many of the methods presented in the book have not been used much in practice because the lack of an implementation in a unified framework. This book fills the gap.

With the R code included in this book, a lot of useful methods become easy to use for practitioners and students. An R package called "sde" provides functions with easy interfaces ready to be used on empirical data from real life applications. Although it contains a wide range of results, the book has an introductory character and necessarily does not cover the whole spectrum of simulation and inference for general stochastic differential equations.

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