Applied Linear Regression for Business Analytics with R A Practical Guide to Data Science with Case Studies /
| Prif Awdur: | |
|---|---|
| Awdur Corfforaethol: | |
| Crynodeb: | XVII, 276 p. 86 illus., 53 illus. in color. text |
| Iaith: | Saesneg |
| Cyhoeddwyd: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
|
| Rhifyn: | 1st ed. 2023. |
| Cyfres: | International Series in Operations Research & Management Science,
337 |
| Pynciau: | |
| Mynediad Ar-lein: | https://doi.org/10.1007/978-3-031-21480-6 |
| Fformat: | Electronig Llyfr |
Tabl Cynhwysion:
- 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.