Use the preparation materials to prepare hand-written answers for the following questions. Please ask any questions on the "Questions -- Preparation Guide" on the course Team (see link on the homepage).
- What are the five assumptions of a SLR?
- Which three assumptions are most critical for a SLR and which one is the SLR resilient to?
- How is the independence assumption tested?
- How is the homoscedasticity assumption tested?
- How is the normality assumption tested?
- What are the hypotheses for the Anderson-Darling test?
- What is concluded if the Anderson-Darling test p-value<α?
- How is the outlier assumption tested?
- What are the hypotheses for the outlier test?
- What is concluded if the outlier test p-value<α?
- How is the linearity assumption tests?
- What does a residual plot look like if the linearity and homoscedasticity assumptions are met?
- What does a residual plot look like if the linearity assumption is not met?
- What does a residual plot look like if the homoscedasticity assumption is not met?
- What R function is used to perform all calculations required for checking the assumptions of a SLR?
- [Optional] What questions do you have from this reading that you would like me to address? [Please be as specific as possible. Don't just say "everything" or "I don't understand anything." Of course, you can ask me questions about the reading before class on MS Teams.]