Applied Multivariate Statistics with R is popular PDF and ePub book, written by Daniel Zelterman in 2015-08-03, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Applied Multivariate Statistics with R can be Read Online from any device for your convenience.
Applied Multivariate Statistics with R Book PDF Summary
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.
Detail Book of Applied Multivariate Statistics with R PDF
- Author : Daniel Zelterman
- Release : 03 August 2015
- Publisher : Springer
- ISBN : 9783319140933
- Genre : Medical
- Total Page : 401 pages
- Language : English
- PDF File Size : 8,6 Mb
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