Portfolio Optimization Functions
The portfolio optimization functions assist portfolio managers in constructing portfolios that optimize risk and return.
资本配置 | Description |
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Computes the optimal risky portfolio on the efficient frontier, based on the risk-free rate, the borrowing rate, and the investor's degree of risk aversion. Also generates the capital allocation line, which provides the optimal allocation of funds between the risky portfolio and the risk-free asset. |
Efficient Frontier Computation | Description |
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为给定的一组资产计算沿高效边界的投资组合。该计算基于代表每个资产的最大和最小权重的一组,以及指定资产组的最大和最小权重。 Warning
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为给定的一组资产计算沿高效边界的投资组合。Generates a surface of efficient frontiers showing how asset allocation influences risk and return over time. |
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为给定的一组资产计算沿高效边界的投资组合。The computation is based on a set of user-specified linear constraints. Typically, these constraints are generated using the constraint specification functions described below. |
Constraint Specification | Description |
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Generates the portfolio constraints matrix for a portfolio of asset investments using linear inequalities. The inequalities are of the type |
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Portfolio value at risk (VaR) returns the maximum potential loss in the value of a portfolio over one period of time, given the loss probability level |
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Asset minimum and maximum allocation. Generates a constraint set to fix the minimum and maximum weight for each individual asset. |
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Group-to-group ratio constraint. Generates a constraint set specifying the maximum and minimum ratios between pairs of groups. |
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Asset group minimum and maximum allocation. Generates a constraint set to fix the minimum and maximum total weight for each defined group of assets. |
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Total portfolio value. Generates a constraint set to fix the total value of the portfolio. |
Constraint Conversion | Description |
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Transforms a constraint matrix expressed in absolute weight format to an equivalent matrix expressed in active weight format. |
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Transforms a constraint matrix expressed in active weight format to an equivalent matrix expressed in absolute weight format. |
Note
An alternative to using these portfolio optimization functions is to use the Portfolio object (Portfolio
) for mean-variance portfolio optimization. This object supports gross or net portfolio returns as the return proxy, the variance of portfolio returns as the risk proxy, and a portfolio set that is any combination of the specified constraints to form a portfolio set. For information on the workflow when using Portfolio objects, see投资组合对象工作流程.
See Also
Portalloc
|边境
|portopt
|Portfolio
|portcons
|portvrisk
|pcalims
|pcgcomp
|pcglims
|PCPVAL
|abs2active
|Active2ABS
Related Examples
- Portfolio Construction Examples
- Portfolio Selection and Risk Aversion
- Active Returns and Tracking Error Efficient Frontier
- Plotting an Efficient Frontier Using portopt
- portopt Migration to Portfolio Object
- frontcon Migration to Portfolio Object