Question: 1. A study was performed to evaluate a potential relationship between heart rate and exercise minutes per week in a random sample of 11 subjects
1. A study was performed to evaluate a potential relationship between heart rate and exercise minutes per week in a random sample of 11 subjects aged 20 to 29 years.
The results were as follows:
Exercise (min/week) HR (beats/min)
10 88
20 83
30 78
40 75
50 78
60 75
70 70
80 66
90 63
100 65
110 60
Using the attached SAS file, perform a simple linear regression analysis with the dependent variable, HR, and independent predictor variable, Exmin/week.
Assume normality and equal variance. Use = 0.05 (two-tailed) and assume 80% power.
a) State the null and alternative hypotheses for testing the slope.
b) List the critical value for testing the slope.
c) List the R2.
d) Report your decision based on the critical value (reject Ho and accept Ha OR fail to reject Ho), P-value, and 95% confidence interval.
e) If the decision was to fail to reject Ho, can Ho be accepted?
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