DIVERSIFICATION MEASUREMENT AND ANALYSIS SYSTEM
First Claim
1. A system for measuring the diversification of a portfolio comprising a computer processor encoded with computer-executable instructions configured to measure the diversification of said portfolio based on a number of dimensions said portfolio resides in wherein said processor(i) receives, as input, a portfolio comprising a plurality of assets;
- (ii) weights each of the plurality of assets within the portfolio according to an investment value allocated to each of said assets;
(iii) defines a relationship between each of the plurality of assets by correlating each of the plurality of assets within the portfolio;
(iv) models the portfolio in a geometric space by stretching a vector length associated with each of said plurality of assets in the portfolio in proportion to its concentration and contribution to the portfolio while retaining a set of orientations associated with said correlating step;
(v) determines a polytope based on the modeling step associated with the portfolio; and
(vi) compares said polytope to a symmetrical model to determine a diversification value.
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Abstract
This disclosure details methods for measuring and analyzing diversification of portfolio of assets. A dimension is a logical and quantitative means to measure diversification. As the number of dimensions increases so does diversification. Strong asset correlations among each other detract from the notion of independence. A positive correlation increases risks and is therefore undesirable. Assets are embedded into a high dimensional Euclidean vector space. The entire portfolio is interpreted as a set of points whose ambient dimension is the number of assets in the portfolio. The Karhunen-Loève expansion is used to quantify the KL dimension of the geometric object induced by a portfolio. The associated dimension is taken as the measure of diversification accounts for both the number of assets and the commonality within them. This ensures that measuring diversification as a dimension accounts for the complete diversification affect of the portfolio and is thus a valuable portfolio management tool.
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Citations
1 Claim
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1. A system for measuring the diversification of a portfolio comprising a computer processor encoded with computer-executable instructions configured to measure the diversification of said portfolio based on a number of dimensions said portfolio resides in wherein said processor
(i) receives, as input, a portfolio comprising a plurality of assets; -
(ii) weights each of the plurality of assets within the portfolio according to an investment value allocated to each of said assets; (iii) defines a relationship between each of the plurality of assets by correlating each of the plurality of assets within the portfolio; (iv) models the portfolio in a geometric space by stretching a vector length associated with each of said plurality of assets in the portfolio in proportion to its concentration and contribution to the portfolio while retaining a set of orientations associated with said correlating step; (v) determines a polytope based on the modeling step associated with the portfolio; and (vi) compares said polytope to a symmetrical model to determine a diversification value.
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Specification