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Applied Multivariate Statistics with R

Af: Daniel Zelterman Engelsk Hardback

Applied Multivariate Statistics with R

Af: Daniel Zelterman Engelsk Hardback
Tjek vores konkurrenters priser

Now in its second edition, this book brings multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source shareware program R, Dr. Zelterman demonstrates the process and outcomes for a wide array of multivariate statistical applications. Chapters cover graphical displays; linear algebra; univariate, bivariate and multivariate normal distributions; factor methods; linear regression; discrimination and classification; clustering; time series models; and additional methods. He uses practical examples from diverse disciplines, to welcome readers from a variety of academic specialties. Each chapter includes exercises, real data sets, and R implementations. The book avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary.

New to this edition are chapters devoted to longitudinal studies and the clustering of large data. It is an excellent resource for students of multivariate statistics, as well as practitioners in the health and life sciences who are looking to integrate statistics into their work.

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Now in its second edition, this book brings multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source shareware program R, Dr. Zelterman demonstrates the process and outcomes for a wide array of multivariate statistical applications. Chapters cover graphical displays; linear algebra; univariate, bivariate and multivariate normal distributions; factor methods; linear regression; discrimination and classification; clustering; time series models; and additional methods. He uses practical examples from diverse disciplines, to welcome readers from a variety of academic specialties. Each chapter includes exercises, real data sets, and R implementations. The book avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary.

New to this edition are chapters devoted to longitudinal studies and the clustering of large data. It is an excellent resource for students of multivariate statistics, as well as practitioners in the health and life sciences who are looking to integrate statistics into their work.

Produktdetaljer
Sprog: Engelsk
Sider: 463
ISBN-13: 9783031130045
Indbinding: Hardback
Udgave:
ISBN-10: 3031130049
Udg. Dato: 21 jan 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 21 jan 2023
Forfatter(e): Daniel Zelterman
Forfatter(e) Daniel Zelterman


Kategori Epidemiologi og medicinsk statistik


ISBN-13 9783031130045


Sprog Engelsk


Indbinding Hardback


Sider 463


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 21 jan 2023


Oplagsdato 21 jan 2023


Forlag Springer International Publishing AG

Kategori sammenhænge