Estimating the Hazard Function

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At the heart of survival analysis is the hazard curve, which can be thought of as the amount of risk of dying at any point in time. It's the fundamental object in survival regression as well. We'll extend our analysis of the FBI's Most Wanted to use the hazard curve analysis.


  • The mathematical relationship between the hazard function and the survival function.
  • How to statistically estimate the hazard function.
  • Use lifelines to visualize the estimation.

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