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Basics of Matrix Algebra for Statistics with R
Taschenbuch von Nick Fieller
Sprache: Englisch

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Beschreibung

Avoiding vector spaces and other advanced mathematics, this book shows how to manipulate matrices and perform numerical calculations in R. It provides a guide to elementary matrix algebra sufficient for undertaking specialized courses, such as multivariate data analysis and linear models. It also covers advanced topics, such as generalized inver

Avoiding vector spaces and other advanced mathematics, this book shows how to manipulate matrices and perform numerical calculations in R. It provides a guide to elementary matrix algebra sufficient for undertaking specialized courses, such as multivariate data analysis and linear models. It also covers advanced topics, such as generalized inver

Über den Autor

Dr. Nick Fieller is a retired senior lecturer in the School of Mathematics and Statistics and an honorary research fellow in archaeology at the University of Sheffield. His research interests include multivariate data analysis and statistical modeling in the pharmaceutical industry, archaeology, and forensic sciences.

Inhaltsverzeichnis

Introduction. Vectors and Matrices. Rank of Matrices. Determinants. Inverses. Eigenanalysis of Real Symmetric Matrices. Vector and Matrix Calculus. Further Topics. Key Applications to Statistics. Outline Solutions to Exercises. Bibliography. Index.

Details
Erscheinungsjahr: 2021
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 248
ISBN-13: 9780367783457
ISBN-10: 0367783452
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Fieller, Nick
Hersteller: Taylor & Francis Ltd (Sales)
Maße: 231 x 155 x 15 mm
Von/Mit: Nick Fieller
Erscheinungsdatum: 31.03.2021
Gewicht: 0,295 kg
preigu-id: 126705696
Über den Autor

Dr. Nick Fieller is a retired senior lecturer in the School of Mathematics and Statistics and an honorary research fellow in archaeology at the University of Sheffield. His research interests include multivariate data analysis and statistical modeling in the pharmaceutical industry, archaeology, and forensic sciences.

Inhaltsverzeichnis

Introduction. Vectors and Matrices. Rank of Matrices. Determinants. Inverses. Eigenanalysis of Real Symmetric Matrices. Vector and Matrix Calculus. Further Topics. Key Applications to Statistics. Outline Solutions to Exercises. Bibliography. Index.

Details
Erscheinungsjahr: 2021
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 248
ISBN-13: 9780367783457
ISBN-10: 0367783452
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Fieller, Nick
Hersteller: Taylor & Francis Ltd (Sales)
Maße: 231 x 155 x 15 mm
Von/Mit: Nick Fieller
Erscheinungsdatum: 31.03.2021
Gewicht: 0,295 kg
preigu-id: 126705696
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