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We want to investigate if Satisfaction is GPA dependent, BUT we want to do it using a Contingency Analysis (categorizing the variables)!
What is your expectation for Q if you consider a common α?
Run an ANOVA to find out if Satisfaction is Surfer dependent.
What are your findings (using α=0.10) ?
Do you think Satisfaction is Gender dependent (use α=0.01)?
Focus on Satisfaction and these H0: μ ≤ 5 vs H1: μ >5.
What are your findings ?
Focus on GPA and consider α=0.10.
The Margin of Error for μ
Consider this model
estimated with a different sample than the original, using α=0.10.
What is the best Satisfaction estimate, for a student with GPA=2.0 ?
This model was considered to investigate if the level of Satisfaction is Gender dependent:
.
The best estimate for Female Satisfaction is
Focus on this model
r2 was computed and found to be 0.36.
If you categorize GPA into 3 different levels and run an ANOVA to test Ho: μLowGPA= μMedGPA= μHighGPA where μ stands for Satisfaction mean value, what are your expectations for the p-value ?
Still about this model
regarding Ho: β1=0, the test statistic was computed: t=2.59.β1 estimate is