Visualize the Effect of a Continuous Variable on a Time-to-Event Outcome
Visualize the Effect of a Continuous Variable on a Time-To-Event Outco...
Estimate Counterfactual Survival or Failure Probabilities for Levels o...
Plot the Survival Curve or CIF Dependent on a Continuous Variable as a...
Create an Animated Plot of Survival Curves of CIFs as a Function of a ...
Plot a Survival Area Plot for the Effect of a Continuous Variable on a...
Plot the Survival Probability or CIF at a Fixed Point in Time as a Fun...
Create a Contour Plot of the Effect of a Continuous Covariate on the S...
Plot a Heatmap of the Effect of a Continuous Covariate on a Time-To-Ev...
Plot Individual Survival Curves or CIFs for Specific Values of a Conti...
Plot a Discretized Heatmap of the Effect of a Continuous Covariate on ...
Plot Survival Time Quantiles as a Function of a Continuous Variable
Plot the Effect of a Continuous Variable on the Restricted Mean Surviv...
Plot the Effect of a Continuous Variable on the Restricted Mean Time L...
Graphically display the (causal) effect of a continuous variable on a time-to-event outcome using multiple different types of plots based on g-computation. Those functions include, among others, survival area plots, survival contour plots, survival quantile plots and 3D surface plots. Due to the use of g-computation, all plot allow confounder-adjustment naturally. For details, see Robin Denz, Nina Timmesfeld (2023) <doi:10.1097/EDE.0000000000001630>.
Useful links