An Introduction to statistical learning with applications in R
| Other Authors: | |
|---|---|
| Format: | Book |
| Language: | Inglés |
| Published: |
New York :
Springer
2013
|
| Series: | Springer texts in statistics ;
103 |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991006822049706719 |
Table of Contents:
- Sumari: 1. Introduction
- 2. Statistical learning
- 3. Linear regression
- 4. Classification
- 5. Resampling methods
- 6. Linear model selection and regularization
- 7. Moving beyond linearity
- 8. Tree-based methods
- 9. Support vector machines
- 10. Unsupervised learning
- Index
