Investigator: Right, here is the data set. What is the P value? Statistician: Oh, hello again. Look, I have some concerns about how the endpoint was assessed... Investigator: Fine, I'll add a sentence ...

In my post A Good Workflow to Avoid Bad Data, I noted how you are not alone in your uncertainty in deciding the initial steps to create data models. I also suggested the idea of a hypothesis to work ...