Risk#

Functions for computing risk metrics.

sigmaquant.performance.risk.drawdown

Compute the drawdown series.

sigmaquant.performance.risk.max_drawdown

Compute the maximum drawdown.

sigmaquant.performance.risk.annual_vola

Compute annualized volatility.

sigmaquant.performance.risk.downside_risk

Compute downside risk (semi-deviation).

sigmaquant.performance.risk.upside_risk

Compute upside risk (upside semi-deviation).

sigmaquant.performance.risk.time_underwater

Count consecutive underwater periods.

sigmaquant.performance.risk.drawdown_stats

Compute summary statistics for drawdowns.

sigmaquant.performance.risk.tail_ratio

Compute the tail ratio.