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Found 5 essays matching the above criteria.
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1. American option prices and optimal exercise boundaries under Heston Model–A Least-Square Monte Carlo approach
University essay from Mälardalens högskola/Akademin för utbildning, kultur och kommunikationAbstract : Pricing American options has always been problematic due to its early exercise characteristic. As no closed-form analytical solution for any of the widely used models exists, many numerical approximation methods have been proposed and studied. READ MORE
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2. Asset and Liability Management: Optimization using Least-Squares Monte Carlo
University essay from Lunds universitet/Matematisk statistikAbstract : This thesis aims to examine an efficient asset and liability management method under Solvency II regulations, and to find an optimization framework that takes complex interactions between assets and liabilities into account. The investigated approach consists of a least-squares Monte Carlo method, where least-squares regression is used to obtain a proxy function for future net asset values. READ MORE
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3. Application and Evaluation of Artificial Neural Networks in Solvency Capital Requirement Estimations for Insurance Products
University essay from KTH/Matematisk statistikAbstract : The least squares Monte Carlo (LSMC) approach is commonly used in the estimation of the solvency capital requirement (SCR), as a more computationally efficient alternative to a full nested Monte Carlo simulation. This study compares the performance of artificial neural networks (ANNs) to that of the LSMC approach in the estimation of the SCR of various financial portfolios. READ MORE
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4. Estimation, model selection and evaluation of regression functions in a Least-squares Monte-Carlo framework
University essay from Linköpings universitet/Produktionsekonomi; Linköpings universitet/Tekniska högskolanAbstract : This master thesis will investigate one solution to the problem issues with nested stochastic simulation arising when the future value of a portfolio need to be calculated. The solution investigated is the Least-squares Monte-Carlo method, where regression is used to obtain a proxy function for the given portfolio value. READ MORE
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5. Pricing and Hedging of Swing Options in the European Electricity and Gas Markets
University essay from Lunds universitet/Matematisk statistikAbstract : This report outlines a method to price and hedge a generalized swing option based on the European natural gas and electricity markets. The method is model free in that is does not assume a certain spot price dynamics. It only requires a forward curve and European call options prices that cover the delivery period of the swing option. READ MORE