Neural Network Pricing of American Put Options

In this study, we use Neural Networks (NNs) to price American put options. We propose two NN models—a simple one and a more complex one—and we discuss the performance of two NN models with the Least-Squares Monte Carlo (LSM) method. This study relies on American put option market prices, for four la...

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Bibliographic Details
Main Authors: Raquel M. Gaspar, Sara D. Lopes, Bernardo Sequeira
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/8/3/73