Regression Methods in Biostatistics

1. Introduction
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

2. Exploratory and Descriptive Methods
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

3. Basic Statistical Methods
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

4. Linear Regression
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

5. Logistic Regression
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

6. Survival Analysis
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

7. Repeated Measures and Longitudinal Data Analysis
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

8. Generalized Linear Models
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

9. Strengthening Causal Inference
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

10. Predictor Selection
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

11. Missing Data
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

12. Complex Surveys
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

13. Summary
Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

Keywords: Statistics, Statistics for Life Sciences, Medicine, Health Sciences, Epidemiology, Public Health/Gesundheitswesen