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Roncoroni / Fusai

Implementing Models in Quantitative Finance: Methods and Cases

Medium: Buch
ISBN: 978-3-540-22348-1
Verlag: Springer Berlin Heidelberg
Erscheinungstermin: 17.01.2008
Lieferfrist: bis zu 10 Tage

This book puts numerical methods in action for the purpose of solving practical problems in quantitative finance. It fills a gap in the current published literature by delivering a case-study collection together with a self-contained course on major numerical methods developed and used by the finance industry. The book originates from class notes and case studies developed within a course on numerical methods in finance held by the authors at Bocconi University. The first part develops a toolkit in numerical methods for finance (Monte Carlo, PDE, Stochastic Optimization, Copula, Econometrics). The second part proposes twenty self-contained cases covering model simulation, asset pricing and hedging, risk management, statistical estimation and model calibration.


Produkteigenschaften


  • Artikelnummer: 9783540223481
  • Medium: Buch
  • ISBN: 978-3-540-22348-1
  • Verlag: Springer Berlin Heidelberg
  • Erscheinungstermin: 17.01.2008
  • Sprache(n): Englisch
  • Auflage: 2008
  • Serie: Springer Finance
  • Produktform: Gebunden
  • Gewicht: 1219 g
  • Seiten: 607
  • Format (B x H x T): 160 x 241 x 43 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Methods.- Static Monte Carlo.- Dynamic Monte Carlo.- Dynamic Programming for Stochastic Optimization.- Finite Difference Methods.- Numerical Solution of Linear Systems.- Quadrature Methods.- The Laplace Transform.- Structuring Dependence using Copula Functions.- Problems.- Portfolio Selection: “Optimizing” an Error.- Alpha, Beta and Beyond.- Automatic Trading: Winning or Losing in a kBit.- Estimating the Risk-Neutral Density.- An “American” Monte Carlo.- Fixing Volatile Volatility.- An Average Problem.- Quasi-Monte Carlo: An Asian Bet.- Lookback Options: A Discrete Problem.- Electrifying the Price of Power.- A Sparkling Option.- Swinging on a Tree.- Floating Mortgages.- Basket Default Swaps.- Scenario Simulation Using Principal Components.- Parametric Estimation of Jump-Diffusions.- Nonparametric Estimation of Jump-Diffusions.- A Smiling GARCH.