Loading and observing data
In this recipe, we will see how to load and view survival data. We will create a response object to fit in the survival model.
Getting ready
This recipe requires survival package, as we will be using a dataset from it.
How to do it...
Perform the following steps to perform survival analysis:
- You should install the
survivalpackage and load its library:
> install.packages("survival")> library(survival)
- From the package, you can load the
cancerdataset:
> data(cancer)
- You can use the
strfunction to display the structure of thecancerdataset:
> str(cancer)
Output
'data.frame': 228 obs. of 10 variables:
$ inst : num 3 3 3 5 1 12 7 11 1 7 ...
$ time : num 306 455 1010 210 883 ...
$ status : num 2 2 1 2 2 1 2 2 2 2 ...
$ age : num 74 68 56 57 60 74 68 71 53 61 ...
$ sex : num 1 1 1 1 1 1 2 2 1 1 ...
$ ph.ecog : num 1 0 0 1 0 1 2 2 1 2 ...
...