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The following table presents data on wine consumption (in liters per person per year) and death rate from heart attacks (in deaths per 100,000 people per year) in 19 developed Western countries. WINE CONSUMPTION AND HEART ATTACKS Alcohol Heart disease Alcohol from wine Deaths Heart disease Country Australia Austria Belgium Canada from wine Deaths 211 167 131 191 220 297 71 211 300 107 Country Netherlands New Zealand Norway Spain Sweden Switzerland United Kingdom United States West Germany 2.5 3.9 167 266 227 86 207 115 285 199 172 1.8 0.8 6.5 5.8 1.2 2.4 Finland France Iceland Ireland Italy 0.8 0.8 0.7 7.9 2.7

5. Write sentences that interpret the slope and y-intercept of the LSRL.

6. Superimpose the regression equation on the scatterplot.

7. Predict the rate of heart attacks for a country where the average wine consumption is 3 liters/person/year.  

8. Would it be appropriate to try to predict the death rate from heart attacks for Estonia where the per capita wine consumption is 15 liters/year? Why or why not?

9. What is the explained variation for this data? Interpret your result.

10. Create a residual plot and comment on what you see.

11. Is there statistical evidence that a linear relationship exists between wine consumption and the occurrence of heart attacks? Conduct an appropriate test.

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