Applied Linear Regression for Business Analytics with R A Practical Guide to Data Science with Case Studies /
| Autor principal: | |
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| Autor Corporativo: | |
| Resumo: | XVII, 276 p. 86 illus., 53 illus. in color. text |
| Idioma: | inglês |
| Publicado em: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
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| Edição: | 1st ed. 2023. |
| Colecção: | International Series in Operations Research & Management Science,
337 |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1007/978-3-031-21480-6 |
| Formato: | Recurso Electrónico Livro |
Sumário:
- 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.