11.1 What is survival data?

Time-to-event data that consist of a distinct start time and end time

Examples:

• Time from surgery to death

• Time for customer to cancel a subscription (churn)

• Time to machine malfunction

Survival analysis is common in many other fields, such as:

• Reliability analysis

• Duration analysis

• Event history analysis

• Time-to-event analysis