Intro to Survival Analysis

Catalog description

This course reviews the basic concept of survival analysis, including hazard functions, survival functions, types of censoring, Kaplan-Meier estimates, and log-rank tests. Parametric inference includes the Exponential and Weibull distribution. The proportional hazard model and its extension to time-dependent covariates are included. Additional topics include accelerated failure time model, competing risks and multistate models. Recurrent event data are also clinical and epidemiological examples used to illustrate the various statistical procedures.