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A library for financial and time series calculations on Apache Spark

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spark-finance

A Java / Scala library for financial and time series calculations on Apache Spark.

Functionality

Risk

Value at Risk (VaR) and Expected Shortfall (CVaR) through

  • Monte Carlo simulation
  • Bootstrapped historical simulation

Time Series

  • Autoregressive models
  • GARCH models
  • Missing data imputation

General Prob / Stats

  • Multivariate T Distribution

Future Directions

Time Series

  • Exponentially-weighted moving average
  • EGARCH

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A library for financial and time series calculations on Apache Spark

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  • Scala 100.0%