PlanC doesn't understand that these are simply regression methods not models. 

Models means how the data relates to each other.

How quantity y and quantity x related to each other?

Is the relationship linear, exponential, periodic, a power law?

It has nothing to do with the statistical method you are going to use to show this relationship is supported by the data. 

Really big misunderstanding here.