Overview
Syllabus
Intro
Are scooters good business?
Who is this guy? Why should I listen to him?
Context, part 1: the question How long will it take for some event to occur?
Context, part 2: the data
The big picture
Follow the data: event logs
Follow the data: from events to durations
Follow the data from durations to survival
What can I get from survival analysis?
Descriptive analysis: Survival curves
Descriptive analysis: cumulative incidence curves
Causality: testing differences between survival curves
Forecasting the survival distribution
Predicting survival for a specific subject
Key takeaways
Taught by
Open Data Science