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Follow the data: from events to durations
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Classroom Contents
Applications of Modern Survival Modeling with Python
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- 1 Intro
- 2 Are scooters good business?
- 3 Who is this guy? Why should I listen to him?
- 4 Context, part 1: the question How long will it take for some event to occur?
- 5 Context, part 2: the data
- 6 The big picture
- 7 Follow the data: event logs
- 8 Follow the data: from events to durations
- 9 Follow the data from durations to survival
- 10 What can I get from survival analysis?
- 11 Descriptive analysis: Survival curves
- 12 Descriptive analysis: cumulative incidence curves
- 13 Causality: testing differences between survival curves
- 14 Forecasting the survival distribution
- 15 Predicting survival for a specific subject
- 16 Key takeaways
