Refer to Exercise 12.6. The data are reproduced below.
a. Do the data present sufficient evidence to indicate that y and x are linearly related? Test the hypothesis that β = 0 at the 5% level of significance.
b. Use the ANOVA table from Exercise 12.6 to calculate F = MSR/MSE. Verify that the square of the t statistic used in part a is equal to F.
c. Compare the two-tailed critical value for the t-test in part a with the critical value for F with α = .05. What is the relationship between the critical values?
Reference:
You are given five points with these coordinates:
a. Use the data entry method on your scientific or graphing calculator to enter the n = 5 observations. Find the sums of squares and cross-products, .
b. Find the least-squares line for the data.
c. Plot the five points and graph the line in part b. Does the line appear to provide a good fit to the data points?
d. Construct the ANOVA table for the linear regression.
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