pfopt_downside: 3 tools.
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Portfolios that control losses instead of variance, from historical return scenarios: mean-semivariance (downside deviation below a threshold, Sortino ratio), mean-CVaR (expected shortfall at a confidence level) and mean-CDaR (conditional drawdown at risk, with the drawdown curve); minimum risk, target risk, target return and downside quadratic utility.
pfopt_downside: 3 tools.
| Tool | What it does | Notes |
|---|---|---|
pfopt_semivariance | Mean-semivariance optimal weights from a price (or returns) history: only returns below semi_benchmark count as risk. | |
pfopt_cvar | Mean-CVaR optimal weights from historical return scenarios: CVaR (expected shortfall) is the average loss in the worst (1 - beta) share of periods, per period (daily for daily data). | |
pfopt_cdar | Mean-CDaR optimal weights from a price (or returns) history: CDaR is the average of the worst (1 - beta) share of drawdowns of the cumulative (summed) portfolio return. |
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