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Hedging With Linear Regressions and Neural Networks

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Publication:6620965
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DOI10.1080/07350015.2021.1931241zbMATH Open1547.62902MaRDI QIDQ6620965

Johannes Ruf, Unnamed Author

Publication date: 17 October 2024

Published in: Journal of Business and Economic Statistics (Search for Journal in Brave)





Mathematics Subject Classification ID

Applications of statistics to economics (62P20)


Cites Work

  • Unnamed Item
  • Asymptotic analysis of hedging errors in models with jumps
  • Pricing and hedging derivative securities with neural networks and a homogeneity hint
  • Error bounds for approximations with deep ReLU networks
  • Dynamic Hedging of Portfolio Credit Derivatives
  • Delta-hedging vega risk?
  • Dynamics of implied volatility surfaces
  • Uncertain volatility and the risk-free synthesis of derivatives
  • Deep hedging
  • On the performance of delta hedging strategies in exponential Lévy models


Related Items (1)

Detecting data-driven robust statistical arbitrage strategies with deep neural networks






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