I am modeling commissions earned based on non sales data. My equation looks like this:
commissions = Number of times logged into the system + ...
(many binary variables for HR related info)
Realistically, there would be a peak login, or plateau where any more logins is not correlated to commissions. So should I take the natural log of this variable?