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Matrix Algebra and Calculus

Loc Nguyen

Type Book
Abstract Statistics, multivariate data analysis and convex optimization are applied widely in many scientific domains and most analytical techniques are developed based on matrix analysis and matrix calculus because matrix is abstract representation of multivariate data. Although it is slightly confused for us to comprehend their concepts and theories, matrix analysis and calculus give us exciting results which enhance data analysis techniques to be more plentiful and accurate. So the report is survey of matrix analysis and calculus, which includes five main sections such as basic concepts, matrix analysis, matrix derivative, composite derivative, and applications of matrix. Matrix derivative and composite derivative are subjects of matrix calculus.
Keywords: Matrix Algebra, Matrix Analysis, Matrix Calculus.
In Publisher: Lambert Academic Publishing, a trademark of OmniScriptum GmbH & Co. KG. Publication date is December 15, 2015.
    Address: OmniScriptum GmbH & Co. KG, Heinrich-Böcking-Str. 6-8, Saarbruecken 66121, Germany.
    Fax: +49 681 93 81 567-9
Editor: Carolyn Evans
Identifiers ISBN-13: 978-3-659-69400-4, ISBN-10: 3659694002
EAN: 9783659694004
Number of pages: 72
Citations Nguyen, L. (2015, December 15). Matrix Analysis and Calculus (1st ed.). (C. Evans, Ed.) Hanoi, Vietnam: Lambert Academic Publishing. Retrieved from
Categories Mathematics
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