Chapter 23 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.