A hospital surgery unit was interested in predicting survival in patients undergoing a particular type of liver operation. A random selection of 108 patients was available for analysis. For each patient record, the following information was extracted from the pre-operation evaluation:
blood: Blood clotting score
prog: Prognostic index
enzyme: Enzyme function test score
liver: Liver function test score
age: Age in years
gender: I(person is female) i.e. 0 = male, 1=female
a.mod: I(person is a moderate alcohol user) i.e. 0=none, 1 = moderate, 0 = heavy
a.heavy: I(person is a heavy alcohol user) i.e. 0=none, 0=moderate, 1=heavy
A follow-up study ascertained the response variable -"survival time", which refers to the amount of time the person survived after the surgery.
The dataset available for this analysis is for the first 54 patients.
The GOAL of this project is to select the best model through the Modeling Building Process.