Value at Risk

an interactive notebook using Apache Spark

What does it do?

  • Ingest structured stock price data and characterize returns
  • Simulate portfolio activity over a given time horizon
  • Characterize expected portfolio returns

Value-at-Risk characterization

Visualizing simulation results

Finding better return models

Thanks!

https://github.com/willb/var-notebook