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An Irregular Grid Method for Solving High-Dimensional Problems in Finance

机译:一种不规则的栅格方法,用于解决金融中的高维问题

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We propose and test a new method for pricing American options in a high dimensional setting. The method is centred around the approximation of the associated variational inequality on an irregular grid. We approximate the partial differential operator on this grid by appealing to the SDE representation of the stock process and computing the logarithm of the transition probability matrix of an approximating Markov chain. The results of numerical tests in five dimensions are promising.
机译:我们提出并测试了一种在高维设置中定价美国选项的新方法。该方法以不规则网格上的相关变分不等式的近似为中心。通过吸引库存过程的SDE表示和计算近似马尔可夫链的转换概率矩阵的对数来估计该网格上的部分差分运算符。五个维度数值测试的结果是有前途的。

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