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Explain the philosophical assumption of an Analysis of Variance (ANOVA) test and how it differs from the assumptions of multiple regression.

INSTRUCTIONS TO CANDIDATES
ANSWER ALL QUESTIONS

1. Explain the philosophical assumption of an Analysis of Variance (ANOVA) test and how it differs from the assumptions of multiple regression.

2. Using theorists like Popper, explain what a mental construct is.

3. Explain what Popper meant by “Boldness in conjecture, Austerity in refutation.”

4. Explain how Aristotle’s Logical/Material Implication applies to multiple regression

5. Compute a multiple linear regression with the following dataset. Show ALL your work!

Y x1 x2

5 2 1

7 4 7

8 5 5

8 1 3

7. Tony wants to determine whether having been fired at a past (1 = yes, 0 = no) predicts having been divorced (1 = yes, 0 = no). What statistical test should Tony run?

8. Define Reliability, Validity, and Validation. Discuss how they inform each other.

9. I just created a new Boldness scale. Describe (in terms of reliability, validity, and validation) what steps I should take and how I would determine if it works (Be specific).

 

 

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