Applied Multivariate Statistics with R

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Science & Nature, Mathematics, Science, Biological Sciences
Cover of the book Applied Multivariate Statistics with R by Daniel Zelterman, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Daniel Zelterman ISBN: 9783319140933
Publisher: Springer International Publishing Publication: August 3, 2015
Imprint: Springer Language: English
Author: Daniel Zelterman
ISBN: 9783319140933
Publisher: Springer International Publishing
Publication: August 3, 2015
Imprint: Springer
Language: English

This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R, Professor 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. Zelterman uses practical examples from diverse disciplines to welcome readers from a variety of academic specialties. Those with backgrounds in statistics will learn new methods while they review more familiar topics. Chapters include exercises, real data sets, and R implementations. The data are interesting, real-world topics, particularly from health and biology-related contexts. As an example of the approach, the text examines a sample from the Behavior Risk Factor Surveillance System, discussing both the shortcomings of the data as well as useful analyses. The text avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R, Professor 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. Zelterman uses practical examples from diverse disciplines to welcome readers from a variety of academic specialties. Those with backgrounds in statistics will learn new methods while they review more familiar topics. Chapters include exercises, real data sets, and R implementations. The data are interesting, real-world topics, particularly from health and biology-related contexts. As an example of the approach, the text examines a sample from the Behavior Risk Factor Surveillance System, discussing both the shortcomings of the data as well as useful analyses. The text avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary.

More books from Springer International Publishing

Cover of the book Periglacial Preconditioning of Debris Flows in the Southern Alps, New Zealand by Daniel Zelterman
Cover of the book On the Logos: A Naïve View on Ordinary Reasoning and Fuzzy Logic by Daniel Zelterman
Cover of the book The Fantasy of Individuality by Daniel Zelterman
Cover of the book Financial Market Bubbles and Crashes, Second Edition by Daniel Zelterman
Cover of the book The Diary of Queen Maria Carolina of Naples, 1781-1785 by Daniel Zelterman
Cover of the book Recent Advances in Complex Functional Materials by Daniel Zelterman
Cover of the book H2Karst Research in Limestone Hydrogeology by Daniel Zelterman
Cover of the book Handbook of Service Science, Volume II by Daniel Zelterman
Cover of the book Competing Values in Archaeological Heritage by Daniel Zelterman
Cover of the book On the Geometry of Some Special Projective Varieties by Daniel Zelterman
Cover of the book Pheochromocytomas, Paragangliomas and Disorders of the Sympathoadrenal System by Daniel Zelterman
Cover of the book Implant Aesthetics by Daniel Zelterman
Cover of the book E-Learning, E-Education, and Online Training by Daniel Zelterman
Cover of the book Complications in Acute Care Surgery by Daniel Zelterman
Cover of the book Wisdom Web of Things by Daniel Zelterman
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy