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Numerical Methods and Optimization in Finance
Numerical Methods and Optimization in Finance
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Numerical Methods and Optimization in Finance

Manfred Gilli, Dietmar Maringer, Enrico Schumann
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600 pages
language
English
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📖 Book - PDF

Numerical Methods and Optimization in Finance

Manfred Gilli, Dietmar Maringer, Enrico Schumann
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About This Book

This bookdescribes computational financetools. It covers fundamental numerical analysis and computational techniques, such asoption pricing, and givesspecial attention tosimulation and optimization. Many chapters are organized as case studies aroundportfolio insurance and risk estimation problems. In particular, several chapters explain optimization heuristics and how to use them for portfolio selection and in calibration of estimation and option pricing models. Such practical examples allow readers to learn the steps for solving specific problems and apply these steps to others. At the same time, the applications are relevant enough to make the book a useful reference. Matlab and R sample code is provided in the text and can be downloaded from the book's website.

  • Shows ways to build and implement tools that help test ideas
  • Focuses on the application of heuristics; standard methods receive limited attention
  • Presents as separate chapters problems from portfolio optimization, estimation of econometric models, and calibration of option pricing models
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Information

Publisher
Elsevier Science
Year
2011
ISBN
9780123756633
Topic
Business
Subtopic
Finance

Table of contents