Estimate Efficient Portfolios and Frontiers
Objects
Portfolio |
Create Portfolio object for mean-variance portfolio optimization and analysis |
Functions
例子和如何
- Estimate Efficient Portfolios for Entire Efficient Frontier for Portfolio Object
获得最佳投资组合的最基本方法是在高效前沿的整个范围内获得点。
- 获取高效前沿的端点
Determine the range of returns from minimum to maximum to refine a search for a portfolio with a specific target return.
- 获取目标返回的有效投资组合
To obtain efficient portfolios that have targeted portfolio returns, use the
estimateFrontierByReturn
function. - 获得目标风险的有效投资组合
要获得有针对性产品组合风险的有效投资组合,请使用
estimateFrontierByRisk
function. - Efficient Portfolio That Maximizes Sharpe Ratio
最大化Sharpe比率的投资组合是高效前沿的投资组合,满足金融的几种理论条件。
- Estimate Efficient Frontiers for Portfolio Object
Given any portfolio, the functions
estibalportreturn.
,estimatePortRisk
, 和estimatePortMoments
provide estimates for the return and risk. - 为投资组合对象绘制高效的边界
The
plotFrontier
function creates a plot of the efficient frontier for a given portfolio optimization problem. - Asset Allocation Case Study
This example shows how to set up a basic asset allocation problem that uses mean-variance portfolio optimization with a
Portfolio
object to estimate efficient portfolios. - Portfolio Optimization Examples
The following sequence of examples highlights features of the
Portfolio
Financial Toolbox™中的对象。 - 利用无风险资产的投资组合优化
This example shows how to use the
setBudget
function for thePortfolio
课程定义限制总和(assetweight_i)
in risky assets. - 混合整数二次编程产品组合优化:基于问题
This example shows how to solve a Mixed-Integer Quadratic Programming (MIQP) portfolio optimization problem using the problem-based approach.
- 具有半连续和基数约束的投资组合优化
This example shows how to use a Portfolio object to directly handle semicontinuous and cardinality constraints.
- Black-Litterman Portfolio Optimization
This example shows the workflow to implement the Black-Litterman model with the
Portfolio
class. - Portfolio Optimization Using Factor Models
This example shows two approaches for using a factor model to optimize asset allocation under a mean-variance framework.
- 投资组合优化使用社会绩效Measure
This example shows how to use a
Portfolio
object for portfolio optimization that includes a social performance measure for the percentage of women on a company's board. - Diversification of Portfolios
This example shows three techniques of asset diversification in a portfolio.
- Bond Portfolio Optimization Using Portfolio Object
This example shows how to use a
Portfolio
object to construct an optimal portfolio of 10, 20, and 30 year treasuries that will be held for a period of one month.
Concepts
- 投资组合对象工作流程
投资组合对象工作流程用于创建和建模平均方差组合。
- 选择和控制求解器的算法 - 方差组合优化
The default solver for mean-variance portfolio optimization is
lcprog
. - When to Use Portfolio Objects Over Optimization Toolbox
The three cases for using Portfolio, PortfolioCVaR, PortfolioMAD object are: always use, preferred use, and use Optimization Toolbox.