Applied linear models with SAS
This textbook for a second course in basic statistics for undergraduates or first-year graduate students introduces linear regression models and describes other linear models including Poisson regression, logistic regression, proportional hazards regression, and nonparametric regression. Numerous ex...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2010
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| Schlagworte: | |
| Online-Zugang: | DE-12 DE-92 URL des Erstveröffentlichers |
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Inhaltsangabe:
- Introduction
- Principles of statistics
- Introduction to linear regression
- Assessing the regression
- Multiple linear regression
- Indicators, interactions, and transformations
- Nonparametric statistics
- Logistic regression
- Diagnostics for logistic regression
- Poisson regression
- Survival analysis
- Proportional hazards regression
- Review of methods
- Appendix: statistical tables