Regression methods in biostatistics : linear, logistic, survival, and repeated measures models
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York :
Springer ,
c2012
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| Edition: | 2nd ed |
| Series: | Statistics for biology and health
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| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Exploratory and descriptive methods
- 3. Basic statistical methods
- 4. Linear regression
- 5. Logistic regression
- 6. Survival analysis
- 7. Repeated measures and longitudinal data analysis
- 8. Generalized linear models
- 9. Strengthening causal inference
- 10. Predictor selection
- 11. Missing data
- 12. Complex surveys
- 13. Summary