Steps Prior to Analysis with Regression Models

Which of the following is the most important step you should take before running a regression model on your data?

50 XP

Identify how many variables you can include in your model while still attaining statistical significance
Identify your outcome of interest (i.e. dependent variable)
Identify which type of regression model to perform
Identify whether any of your variables will need to be transformed