Time Series, Health & Evidence Synthesis · Survival Analysis & Event History

Advanced survival analysis · foundations and asymptotic theory

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Chart from the original guide

Overview

Topics covered

  • Introduction
  • Survival Analysis Advanced Concepts
  • Failure Time Fundamentals
  • Incomplete Observation Mechanisms
  • Non-Parametric Estimation
  • The Kaplan-Meier Estimator (Product Limit)

Related concepts

Main connections

  • Survival analysis & Kaplan-Meier
  • Maximum likelihood estimation
  • Calculus & differentiation
  • Variance & standard deviation
  • Residual analysis & diagnostics
  • Non-parametric tests

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

S(t)=ℙ(T>t)=1−F(t)=∫t∞f(u)du,
View LaTeX sourceS(t) = \P(T > t) = 1 - F(t) = \int_t^\infty f(u) \dd u,