Valuing Bermuda-Asian Options by Least Squares Monte Carlo Simulation

Valuing Bermuda-Asian Options by Least Squares Monte Carlo Simulation PDF Author:
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Category :
Languages : en
Pages : 152

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Valuing Bermuda-Asian Options by Least Squares Monte Carlo Simulation

Valuing Bermuda-Asian Options by Least Squares Monte Carlo Simulation PDF Author:
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ISBN:
Category :
Languages : en
Pages : 152

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Valuing American Asian Options with Least Squares Monte Carlo and Low Discrepancy Sequences

Valuing American Asian Options with Least Squares Monte Carlo and Low Discrepancy Sequences PDF Author: Andries Jacobus Van Niekerk
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Languages : en
Pages :

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There exists no closed form approximation for arithmetically calculated Asian options, but research has shown that closed form approximations are possible for Geometrically calculated Asian options. The aim of this dissertation is to effectively price American Asian options with the least squares Monte Carlo approach (Longstaff & Schwartz, 2001), applying Low discrepancy sequences and variance reduction techniques. We evaluate how these techniques affect the pricing of American options and American Asian options in terms of accuracy, computational efficiency, and computational time used to implement these techniques. We consider the effect of, Laguerre-, weighted Laguerre- , Hermite-, and Monomial-basis functions on the Longstaff and Schwartz (2001) model. We briefly investigate GPU optimization of the Longstaff and Schwartz algorithm within Matlab. We also graph the associated implied and Local volatility surfaces of the American Asian options to assist in the practical applicability of these options.

The Least-squares Monte Carlo Method for Pricing Bermudan Options in the Heston Model

The Least-squares Monte Carlo Method for Pricing Bermudan Options in the Heston Model PDF Author: Lukas Müller
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Category :
Languages : en
Pages :

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American-Asian Option Pricing Based on Monte Carlo Simulation Method

American-Asian Option Pricing Based on Monte Carlo Simulation Method PDF Author: Shiguang Han
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Category :
Languages : en
Pages : 65

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Numerical study to least-squares monte carlo method for pricing american options

Numerical study to least-squares monte carlo method for pricing american options PDF Author: 黃惠君
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Category :
Languages : zh-CN
Pages : 102

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The Optimal Method for Pricing Bermudan Options by Simulation

The Optimal Method for Pricing Bermudan Options by Simulation PDF Author: Alfredo Ibañez
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Languages : en
Pages : 50

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Least-squares methods enable us to price Bermudan-style options by Monte Carlo simulation. They are based on estimating the option continuation value by least squares. We show that the Bermudan price is maximized when this continuation value is estimated near the exercise boundary, which is equivalent to implicitly estimating the optimal exercise boundary by using the value-matching condition. Localization is the key difference with respect to global regression methods, but is fundamental for optimal exercise decisions, and requires estimation of the continuation value by iterating local least-squares (because we estimate and localize the exercise boundary at the same time). In the numerical example, in agreement with this optimality, the new prices or lower bounds (i) improve upon the prices reported by other methods and (ii) are very close to the associated dual upper bounds. We also study the method's convergence.

A Monte Carlo Method for Pricing American Options

A Monte Carlo Method for Pricing American Options PDF Author: Diego Garcia
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Category :
Languages : en
Pages : 132

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Valuing American Options by Simulation

Valuing American Options by Simulation PDF Author: Laura Hass Thomsen
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Category :
Languages : en
Pages : 97

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Approving Least Squares Monte Carlo Approach for Valuing American Options

Approving Least Squares Monte Carlo Approach for Valuing American Options PDF Author: Lei Zhang
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ISBN:
Category : Monte Carlo method
Languages : en
Pages : 284

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Assessing the Least Squares Monte-Carlo Approach to American Option Valuation

Assessing the Least Squares Monte-Carlo Approach to American Option Valuation PDF Author: Lars Stentoft
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Languages : en
Pages :

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