Multivariate Statistics and Machine Learning in R For Beginners
Author
Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-3-032-01851-9
Download full text from publisher
To our knowledge, this item is not available for download. To find whether it is available, there are three options:1. Check below whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a for a similarly titled item that would be available.
Book Chapters
The following chapters of this book are listed in IDEAS- Andreas Tilevik, 2025. "A Brief Introduction to Machine Learning and Multivariate Statistics," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 1-4, Springer.
- Andreas Tilevik, 2025. "Matrix Algebra," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 5-26, Springer.
- Andreas Tilevik, 2025. "Managing Data in R," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 27-46, Springer.
- Andreas Tilevik, 2025. "Graphical Illustration of Multivariate Data," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 47-71, Springer.
- Andreas Tilevik, 2025. "Multivariate Relationships," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 73-82, Springer.
- Andreas Tilevik, 2025. "PCA and PCoA," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 83-109, Springer.
- Andreas Tilevik, 2025. "Linear Discriminant Analysis," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 111-117, Springer.
- Andreas Tilevik, 2025. "Distances in Space," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 119-126, Springer.
- Andreas Tilevik, 2025. "Multivariate Statistical Tests," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 127-146, Springer.
- Andreas Tilevik, 2025. "Classification and Performance Metrics," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 147-170, Springer.
- Andreas Tilevik, 2025. "Supervised Machine Learning," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 171-251, Springer.
- Andreas Tilevik, 2025. "Clustering," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 253-277, Springer.
- Andreas Tilevik, 2025. "PCR, PLS, and Lasso Regression," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 279-297, Springer.
- Andreas Tilevik, 2025. "Case Studies," Springer Books, in: Multivariate Statistics and Machine Learning in R For Beginners, chapter 0, pages 299-329, Springer.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:sprbok:978-3-032-01851-9. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
We have no bibliographic references for this item. You can help adding them by using this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/b/spr/sprbok/978-3-032-01851-9.html