I'm planning to do logistic regression with my dependent variable as either with injury or no injury with one of my independent variables as average computer use.
I have attached a sample distribution of the average computer use - majority of data points are close in the .3-.5 hour range then another peaked in the 2.9-3.1 range.
- Do I need to transform this data first before I run the logistic regression? I noticed that my other independent variables also exhibit this distribution shape.
- There seems to be a lot of outliers after the 6 hour range - how should I treat them?
Any suggestions or comments will be appreciated.