Applied Linear Regression for Business Analytics with R A Practical Guide to Data Science with Case Studies /
| Hoofdauteur: | |
|---|---|
| Coauteur: | |
| Samenvatting: | XVII, 276 p. 86 illus., 53 illus. in color. text |
| Taal: | Engels |
| Gepubliceerd in: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
|
| Editie: | 1st ed. 2023. |
| Reeks: | International Series in Operations Research & Management Science,
337 |
| Onderwerpen: | |
| Online toegang: | https://doi.org/10.1007/978-3-031-21480-6 |
| Formaat: | Elektronisch Boek |
Inhoudsopgave:
- 1. Introduction
- 2. Basic Statistics and Functions using R
- 3. Regression Fundamentals
- 4. Simple Linear Regression
- 5. Multiple Regression
- 6. Estimation Intervals and Analysis of Variance
- 7. Predictor Variable Transformations
- 8. Model Diagnostics
- 9. Variable Selection.