In our model, we have one quantitative predictor, one qualitative predictor, and the interaction between them. We tested the interaction and found that it doesn't work. What should we do next?
1) Remove the interaction term from the model
2) Remove the qualitative predictor from the model
3) Remove the quantitative predictor from the model
4) Keep the interaction term in the model and try different techniques to make it work