Interpreting main effect and interaction
In a GLM, I had one categorical predictor and one covariate. To ensure the covariate was consistent across levels of my predictor I included an interaction term. This was non significant. Am I then justified in removing it from the model? My categorical predictor is non significant when it is included, but significant when it is removed.
Any help would be much appreciated.