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Big data science in finance /

Bibliographic Details
Main Authors: Aldridge, Irene, 1975- (Author), Avellaneda, Marco, 1955- (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Hoboken, New Jersey : John Wiley & Sons, Inc., [2021]
Subjects:
Finance > Decision making > Data processing.
Big data.
Neural networks (Computer science)
Finance > Mathematical models.
Big data
Finance > Decision making > Data processing
Finance > Mathematical models
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Why big data?
  • Neural networks in finance
  • Supervised models
  • Semi-supervised learning
  • Letting the data speak with unsupervised learning
  • Big data factor models
  • Data as a signal versus noise
  • Applications : big data in options pricing and stochastic modeling
  • Data clustering.