Introduction to linear regression analysis
| Autor principal: | |
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| Otros Autores: | , |
| Formato: | Libro |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley-Interscience
cop. 2006.
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| Edición: | 4th ed |
| Colección: | Wiley series in probability and statistics
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| Materias: | |
| Ver en Universidad de Navarra: | https://unika.unav.edu/discovery/fulldisplay?docid=alma991001514049708016&context=L&vid=34UNAV_INST:VU1&search_scope=34UNAV_TODO&tab=34UNAV_TODO&lang=es |
Tabla de Contenidos:
- Preface. 1. Introduction. 2. Simple Linear Regression. 3. Multiple Linear Regression. 4. Model Adequacy Checking. 5. Transformations and Weighting to Correct Model Inadequacies. 6. Diagnostics for Leverage and Influence. 7. Polynomial Regression Models. 8. Indicator Variables. 9. Variable Selection and Model Building. 10. Validation of Regression Models. 11. Multicollinearity. 12. Robust Regression. 13. Introduction to Nonlinear Regression. 14. Generalized Linear Models. 15. Other Topics in the Use of Regression Analysis. Appendix A: Statistical Tables. Appendix B: Data Sets For Exercises. Appendix C: Supplemental Technical Material.
