Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Быстрое преобразование Фурье (БПФ) по Карру-Мадану (Carr-Madan FFT)× | Локальная волатильность (Dupire)× | Оценка в условиях нейтральности к риску× | |
|---|---|---|---|
| Область | Количественные финансы | Количественные финансы | Количественные финансы |
| Семейство≠ | Machine learning | Regression model | Regression model |
| Год появления≠ | 1999 | 1994 | 1979 |
| Автор метода≠ | Peter Carr and Dilip B. Madan | Bruno Dupire | John Harrison and David Kreps |
| Тип≠ | Valuation Algorithm | Equity/FX Model | Fundamental Principle |
| Основополагающий источник≠ | Carr, P., & Madan, D. B. (1999). Option valuation using the fast Fourier transform. Journal of Computational Finance, 2(4), 61-73. DOI ↗ | Dupire, B. (1994). Pricing with a smile. Risk Magazine, 7(1), 18-20. link ↗ | Harrison, J. M., & Kreps, D. M. (1979). Martingales and arbitrage in multiperiod securities markets. Journal of Economic Theory, 20(3), 381-408. DOI ↗ |
| Другие названия | FFT Pricing, Characteristic Function Method | Deterministic Volatility Function, DVF | Risk-Neutral Measure, Q-Measure |
| Связанные≠ | 3 | 4 | 4 |
| Сводка≠ | The Carr-Madan Fast Fourier Transform (1999) is a highly efficient method for computing option prices across a range of strikes using characteristic functions and FFT. It enables rapid pricing of European options under any model with a known characteristic function (Heston, Merton jumps, Variance Gamma), with computational complexity that scales logarithmically in the number of strikes. | Dupire's local volatility model (1994) is a deterministic framework that extracts a term and strike-dependent volatility function from market option prices. Unlike constant volatility, local volatility perfectly fits the observed implied volatility smile and is implemented via finite difference methods for European and American option pricing. | Risk-neutral valuation (1979) is the fundamental principle that derivative prices equal the expected payoff discounted at the risk-free rate, computed under a risk-neutral probability measure (Q-measure). This principle, formalized by Harrison and Kreps, eliminates the need to estimate risk premia and is the foundation of modern derivatives pricing. |
| ScholarGateНабор данных ↗ |
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