A New Parametrization of Correlation Matrices

نویسندگان

چکیده

We introduce a novel parametrization of the correlation matrix. The reparametrization facilitates modeling and covariance matrices by an unrestricted vector, where positive definiteness is innate property. This can be viewed as generalization Fisher's Z ‐transformation to higher dimensions has wide range potential applications. An algorithm for reconstructing unique n × matrix from any vector in R n ( − 1 stretchy="false">) stretchy="false">/ 2 provided, we derive its numerical complexity.

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ژورنال

عنوان ژورنال: Econometrica

سال: 2021

ISSN: ['0012-9682', '1468-0262']

DOI: https://doi.org/10.3982/ecta16910