Matrix Analysis and Calculus

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.

A propos de l'auteur

Loc Nguyen is a director at Sunflower Soft Company, Vietnam. He is interested in computer science, statistics and mathematics. He serves as reviewer and editor in a wide range of international journals. Now he is a volunteer of Statistics Without Borders of American Statistics Association.

Détails du produit

• Auteurs: Loc Nguyen
• Edition: LAP Lambert Academic Publishing
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 01.01.2015
• EAN: 9783659694004
• ISBN: 978-3-659-69400-4
• Pages: 72
• Catégorie: Sciences naturelles, médecine, informatique, technique > Mathématiques > Autres