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Forskningsartikel - Refereegranskat, 2020

On the mean and dispersion of the Moore-Penrose generalized inverse of a Wishart matrix

Imori, Shinpei; Von Rosen, Dietrich

Sammanfattning

The Moore-Penrose inverse of a singular Wishart matrix is studied. When the scale matrix equals the identity matrix the mean and dispersion matrices of the Moore-Penrose inverse are known. When the scale matrix has an arbitrary structure no exact results are available. The article complements the existing literature by deriving upper and lower bounds for the expectation and an upper bound for the dispersion of the Moore-Penrose inverse. The results show that the bounds become large when the number of rows (columns) of the Wishart matrix are close to the degrees of freedom of the distribution.

Nyckelord

Expectation and dispersion matrix; Moore-Penrose inverse; Wishart matrix

Publicerad i

Electronic Journal Of Linear Algebra
2020, Volym: 36, sidor: 124-133
Utgivare: INT LINEAR ALGEBRA SOC

    UKÄ forskningsämne

    Discrete Mathematics

    Publikationens identifierare

    DOI: https://doi.org/10.13001/ela.2020.5091

    Permanent länk till denna sida (URI)

    https://res.slu.se/id/publ/105426