Article ID Journal Published Year Pages File Type
8897873 Linear Algebra and its Applications 2018 12 Pages PDF
Abstract
A class of derivatives is defined for the pseudo determinant Det(A) of a Hermitian matrix A. This class is shown to be non-empty and to have a unique, canonical member ∇Det(A)=Det(A)A+, where A+ is the Moore-Penrose pseudo inverse. The classic identity for the gradient of the determinant is thus reproduced. Examples are provided, including the maximum likelihood problem for the rank-deficient covariance matrix of the degenerate multivariate Gaussian distribution.
Related Topics
Physical Sciences and Engineering Mathematics Algebra and Number Theory
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