Survival Analysis
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2020507597
S$1,620
Original: S$5,400
Save S$3,780
About This Course
Survival analysis uses time-to-event data to make inferences about survival, default and attrition. It can be used to evaluate the survival time of patients who have undergone treatment, the default risk of individuals or firms and the likelihood of failure in engineering systems or of employee turnover. This approach is also referred to as reliability theory in engineering and duration analysis in economics. Students will learn key concepts such as censoring and hazard, probability models for discrete and continuous survival times, and inferential procedures including parametric and semiparametric models. Further topics include competing risks, current status, and the frailty model.
What You'll Learn
Survival analysis uses time-to-event data to make inferences about survival, default and attrition. It can be used to evaluate the survival time of patients who have undergone treatment, the default risk of individuals or firms and the likelihood of failure in engineering systems or of employee turnover. This approach is also referred to as reliability theory in engineering and duration analysis in economics. Students will learn key concepts such as censoring and hazard, probability models for discrete and continuous survival times, and inferential procedures including parametric and semiparametric models. Further topics include competing risks, current status, and the frailty model.
Course Details
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