This course teaches learners how to generate censored exponential data in R, derive the density and likelihood for censored data, and use the Kaplan Meier Estimator as a maximum likelihood estimator. The teaching method involves practical demonstrations in R. The course is designed for individuals interested in learning survival analysis techniques.
Overview
Syllabus
Generating Censored Exponential Data in R.
Derive the Density and Likelihood for Censored Data.
Kaplan Meier Estimator as an MLE.
Taught by
statisticsmatt
