Survival Analysis

3 credits · Graduate

This course is an introduction to survival analysis methods and will cover both the statistical theory behind the methods, and the application of various techniques. Topics to be discussed include survivorship and hazard functions and their relationship to lifetime distributions and densities; modes of censoring; the Kaplan-Meier estimate of the new survivor function; parametric survival time distributions; proportional hazard models and their semi-parametric estimation; accelerated life models, log rank tests, including the Mantel-Haenszel test; and goodness of fit measures. PREREQUISITES: STAT 3340.03 and STAT 3460.03, or equivalent CROSSLISTED: STAT 4100.03 FORMATS: Lecture