Chapter 46 Report

Structure

• Exploratory analysis

  • plots
  • preliminary results
  • interesting structure/features in the data
  • outliers

• Model

  • Assumptions
  • Why this model/ How is this model the best one?
  • Consideration: interactions, collinearity, dependence

• Model Fit

  • How well does it fit?

  • Are the model assumptions met?

    • Residual analysis

• Inference/ Prediction

  • Are there different way to support your inference?

• Conclusion

  • Recommendation

  • Limitation of the analysis

  • How to correct those in the future

This chapter is based on the jtools package. More information can be found here.