survival model

• italic: Definition / About
• Bold: Property / Theorem
• Standard: Procedure / Example / Cheatsheet

Fundamentals

• Survival Time
• Censored Data
• Truncated Data

Survival Distribution Quantities

• Survival Function
• Hazard Function
  • Cumulative Hazard
• Mean Residual Life
• Median Life
• Theorem: Hazard Function Derivation
• Theorem: Mean Residual Life Formula
• Survival Quantities Cheatsheet

Parametric Models

• Exponential Distribution (Survival)
• Weibull Distribution (Survival)
• Gamma Distribution (Survival)
• Parametric Survival Distributions Cheatsheet

Censoring and Truncation

• Censored Data
• Truncated Data
• Types of Censoring
• Types of Truncation
• Likelihood for Censored Data

Non-Parametric Estimation

• Kaplan-Meier Estimator
  • Greenwood’s Formula
• Nelson-Aalen Estimator