7.8 Conclusion

It is challeging to detect all the real interacting effects on a data set with many predictors. A good advice from the expert in the field of data could be key to identify predictors that are force of interaction for that specific data. In addition, the application of pairwise interaction selection is still to be applied for looking at possible changes that might apply to data overtime.