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New risk measures added to risk parity portfolio optimizers

DS
Dmitry Shevchenko02 февраля 26 г. | Опубликовано в Анонсы

We extended risk measure options in risk parity optimizers with new options.

Hierarchical Risk Parity (HRP) optimizer got:

  • Mean Absolute Deviation (MAD) - average distance from mean return - this risk measure is less sensitive to outliers than standard deviation
  • Semi Standard Deviation - like standard deviation but only for downside volatility
  • Maximum Drawdown - pretty self explanatory - largest peak-to-trough decline
  • Conditional Drawdown at Risk (CDaR) - average of worst drawdowns, similar to CVaR
  • Value at Risk (VaR) - a popular measure of tail losses

Classic Risk Parity optimizer got the same risk measures except for Max Drawdown and VaR.

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Gabriel Lau17 февраля 26 г.
I will be honest I don't know how to use it, but from what I have used live only Risk Parity does well, the 2nd option.


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