Modeling Discrete Time-to-Event Data

1. Introduction
Gerhard Tutz, Matthias Schmid

2. The Life Table
Gerhard Tutz, Matthias Schmid

3. Basic Regression Models
Gerhard Tutz, Matthias Schmid

4. Evaluation and Model Choice
Gerhard Tutz, Matthias Schmid

5. Nonparametric Modeling and Smooth Effects
Gerhard Tutz, Matthias Schmid

6. Tree-Based Approaches
Gerhard Tutz, Matthias Schmid

7. High-Dimensional Models: Structuring and Selection of Predictors
Gerhard Tutz, Matthias Schmid

8. Competing Risks Models
Gerhard Tutz, Matthias Schmid

9. Frailty Models and Heterogeneity
Gerhard Tutz, Matthias Schmid

10. Multiple-Spell Analysis
Gerhard Tutz, Matthias Schmid

Keywords: Statistics, Statistical Theory and Methods, Statistics for Life Sciences, Medicine, Health Sciences, Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law, Statistics and Computing/Statistics Programs