# Interaction between variables

I would like to regress basal metabolic rate (BMR) on height, weight, age and gender. How do I do this taking into consideration the interaction between the variable? Wouldn't I have to consider interactions upto fouth order?

(For large samples they might be always significant, in such scenarios it might also be useful to have a look at how $\chi^2$ changes when the interaction is added.)