| |
Apr 19, 2024
|
|
|
|
|
STAT 7137 - Survival Analysis
Introduction to statistical models, methods, and theories in the analysis of event history data. Topics include: failure time data and censoring, competing risks and multistage models, one-sample nonparametric estimation, k-sample hypothesis tests, the likelihood constructions for failure time data, and semi-parametric models including the Cox proportional hazards model and Aalen’s additive hazards model. Also examines some graphical diagnosis methods and goodness-of-fit tests, as well as counting processes and martingales to study the theoretical properties of various estimators and hypothesis tests. Statistical software in R is used for data analysis to demonstrate the methods.
Credit Hours: (3)
Prerequisite(s): STAT 5126 and STAT 5127 , or permission of department
Cross-listed Course(s): STAT 8137
Most Recently Offered (Day): Fall 2020
Most Recently Offered (Evening): Course has not been offered at this time in the past 3 years
Schedule of Classes
Add to Catalog Bookmarks (opens a new window)
|
|
