ISBN: 9783031130045
Код товара 142367
Applied Multivariate Statistics with R
ISBN: 9783031130045
Код товара 142367
12 577 ₽
Доставка под заказ
Если Вы закажете книгу до 28.09.2023, то мы привезём её ориентировочно 02.11.2023.
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Автор
Zelterman
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Издатель
Springer
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Тип обложки
Hardback
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Размеры
235 x 155
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Год издания
2023
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Вес (г)
887
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ISBN
9783031130045
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Язык
ENG
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Кол-во страниц
463
О чём книга?
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.
Chapter 1. Introduction.- Chapter 2. Elements of R.- Chapter 3. Graphical Displays.- Chapter 4. Basic Linear Algebra.- Chapter 5. The Univariate Normal Distribution.- Chapter 6. Bivariate Normal Distribution.- Chapter 7. Multivariate Normal Distribution.-
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