R – Advanced regression, Survival analysis & Visualisation
The course covers some common but advanced regression models as well as survival analysis.
We will cover non-linear regression models like logistic regression and Poisson regression, where the response variable can be either binary (yes/no) or counts. In survival analysis, we’ll have a look at Kaplan-Meier survival curves and regression models, including Cox proportional hazards regression.
Program R - Advanced regression, Survival analysis & Visualisation
GENERALISED LINEAR MODELS
Poisson regression and negative binomial regression
Fitting, building and validating models
Log rank test
Cox PH regression
Accelerated failure time models