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University Textbooks      Medicine & Health Sciences

Applied Multivariate Statistics with R (Statistics for Biology and Health)

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Book Details
Language
English
Publishers
Springer; 2nd ed. 2022 edition (21 Jan. 2024)
Weight
0.67 KG
Publication Date
04/02/2024
ISBN-10
3031130073
Pages
482 pages
ISBN-13
9783031130076
Dimensions
15.5 x 2.77 x 23.5 cm
SKU
9783031130076
Author Name
Daniel Zelterman (Author)
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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 theclustering 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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