When your regression model has interactions, do you need to include all the corresponding main effects?

Jeff Gill writes: For some reason the misinterpretations about interactions in regression models just won’t go away. I teach the point that mathematically and statistically one doesn’t have to include the main effects along with the multiplicative component, but if … Continue reading → …