Parameterizing correlations: a geometric interpretation

Parameterizing correlations: a geometric interpretation

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Article ID: iaor20081703
Country: United Kingdom
Volume: 18
Issue: 1
Start Page Number: 55
End Page Number: 73
Publication Date: Jan 2007
Journal: IMA Journal of Management Mathematics (Print)
Authors: , ,
Keywords: optimization
Abstract:

In this paper, we present a new interpretation of the parameterization of a correlation matrix proposed earlier by some authors. This interpretation is based on viewing any correlation matrix as the result of the scalar products of a suitable set of unit vectors in a multidimensional space, each rotated from all the others by generalized Euler angles. It is possible to exploit the intuitive nature of this approach in order to obtain more efficient optimization schemes when calibrating a reduced-form model to a desired correlation structure.

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