Question: Consider the following sample data for the variables y and x: a. Calculate the linear regression equation for these data. b. Determine the predicted y

Consider the following sample data for the variables y and x:

a. Calculate the linear regression equation for these data.
b. Determine the predicted y -value when x = 10.
c. Estimate the change in the y variable resulting from the increase in the x variable of 10 units.
d. Conduct a hypothesis test to determine if an increase of 1 unit in the x variable will result in the decrease of the average value of the y variable. Use a significance of 0.025.

x30.3 4.8 15.2 24.9 8.6 20 9.3 1.2 y 14.6 27 17.6 9.8 13.2 25.6 194

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