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113.020.020 Statistics - Survival Analysis

Survival Analysis

Survival analysis is just time until event

Survival analysis is a prediction of how long something will survive until it kicks the can. "How much time goes by until an event occurs."

Only two core parameters

113.020.020.10 Survival analysis - Time and Event

Math

113.020.020.20 Survival analysis - Basic math

Pros and Cons of different survival models

113.020.020.30 Survival analysis - Pros and cons

Models

Kaplan-Meier Model

113.020.020.40 Survival analysis - Kaplan-Meier Model

Cox PH Model

113.020.020.50 Survival Analysis - Proportional Hazards PH

Regression Models

113.020.010.10 Regression - Regression Models

References:
- https://www.youtube.com/watch?v=MdmWdIV5k-I&list=PLqzoL9-eJTNDdnKvep_YHIwk2AMqHhuJ0&index=2
- https://www.youtube.com/watch?v=K7bmmbD7KIg&list=PLqzoL9-eJTNDdnKvep_YHIwk2AMqHhuJ0&index=3


Source:
  • Me