Applied Linear Regression for Business Analytics with R A Practical Guide to Data Science with Case Studies /
| 主要作者: | |
|---|---|
| 企業作者: | |
| 總結: | XVII, 276 p. 86 illus., 53 illus. in color. text |
| 語言: | 英语 |
| 出版: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
|
| 版: | 1st ed. 2023. |
| 叢編: | International Series in Operations Research & Management Science,
337 |
| 主題: | |
| 在線閱讀: | https://doi.org/10.1007/978-3-031-21480-6 |
| 格式: | 電子 電子書 |
書本目錄:
- 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.