AI in financial risk modelling

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AI in financial risk modelling

Can AI produce valid risk forecasts?

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  • 0 Reviews
  • 24 Students Enrolled
  • Free
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Courselet Content

1 components
AI in financial risk modelling (pdf)
1.89 M

Requirements

  • Statistics of Financial Markets

General Overview

Description

A pretrained model always returns a number that looks like a Value at Risk; this lecture is about telling whether it answered the question you asked.

Classical baselines, a time-series foundation model and language models are put through the same backtest across several markets — the answer splits by model, and that is the finding.

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Meet the instructors !

instructor
About the Instructor

Daniel Traian Pele is a Prof. dr. Department of Statistics and Econometrics Faculty of Cybernetics, Statistics and Economic Informatics, The Bucharest University of Economic Studies. https://scholar.google.com/citations?user=tN32HYcAAAAJ&hl=en