发明名称 Robust Method for Portfolio Management
摘要 A method for improve or reconstruct an existing or putative portfolio with different assets. Construct two kinds of “centroids” in order to reduce estimation-errors and uncertainties of the future. Then base on prior knowledge of risk region and uncertainty, one can construct their own weighted efficient frontier after their using the classic MV method and complete the next stage with a specified risk objective.
申请公布号 US2014358821(A1) 申请公布日期 2014.12.04
申请号 US201313903862 申请日期 2013.05.28
申请人 Min Min 发明人 Min Min
分类号 G06Q40/00 主分类号 G06Q40/00
代理机构 代理人
主权项 1. A method for selecting a value of portfolio weight for each of a plurality of assets of an optimal portfolio, the value of portfolio weight chosen from values between zero and unity, each asset having a defined expected return and a defined variance or standard deviation of return, each asset having a covariance with respect to each of every other asset of the plurality of assets, the method comprising: a. computing a mean-variance efficient frontier based at least on input data characterizing the defined expected return and the defined standard deviation of return of each of the plurality of assets; b. constructing auxiliary portfolios with same return based on the result of sort; c. using simple or other high-dimensional convex hull algorithm to figure out boundary points portfolios set; d. computing corresponding conditional centroids based on boundary points portfolios set; e. computing a weighted efficient portfolio frontier with unconditional centroid and conditional centroids with property sample reliability and confidence level; f. selecting a portfolio weight for each asset from the weighted efficient frontier according to a specified utility function or return/risk objective; g. investing funds in accordance with the selected portfolio weights.
地址 Shanghai CN