Multivariate Statistics and Machine Learning in R For Beginners - With Applications in Biology and Medicine
- Författare
- Andreas Tilevik
- (Andreas Tilevik., A brief introduction to machine learning and multivariate statistics.- Matrix algebra.- Managing data in R.- Graphical illustration of multivariate data.- Multivariate relationships.- PCA and PCoA.- Linear discriminant analysis.- Distances in space.- Multivariate statistical tests.- Classification and performance metrics.- Supervised Machine Learning.- Clustering.- PCR, PLS and Lasso regression.- Case studies.- Anwers to exercises.)
- Genre
- Ej skönlitteratur
- Språk
- Engelska
| Förlag | År | Ort | Om boken | ISBN |
|---|---|---|---|---|
| Springer Nature Switzerland AG | 2026 | Schweiz, Cham | xviii, 398 pages | 978-3-032-01850-2 |