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Simulation and Inference for Stochastic Differential Equations: With R Examples
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Simulation and Inference for Stochastic Differential Equations: With R Examples

Simulation and Inference for Stochastic Differential Equations: With R Examples

Stefano M. Iacus

Parution le 04/05/2008

Résumé

This book covers a highly relevant topic that is of wide interest, especially in finance, engineering and computational biology. With an emphasis on the practical implementation of the simulation and estimation methods presented, the text will be useful to practitioners with minimal mathematical background.

This book covers a highly relevant and timely topic that is of wide interest, especially in finance, engineering and computational biology. The introductory material on simulation and stochastic differential equation is very accessible and will prove popular with many readers. While there are several recent texts available that cover stochastic differential equations, the concentration here on inference makes this book stand out. No other direct competitors are known to date. With an emphasis on the practical implementation of the simulation and estimation methods presented, the text will be useful to practitioners and students with minimal mathematical background. What's more, because of the many R programs, the information here is appropriate for many mathematically well educated practitioners, too.

Stochastic Processes and Stochastic Differential Equations.- Numerical Methods for SDE.- Parametric Estimation.- Miscellaneous Topics.

Caractéristiques techniques

  PAPIER
Éditeur(s) Springer
Auteur(s) Stefano M. Iacus
Parution 04/05/2008
EAN13 9780387758381

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