The number of adult Americans who smoke continues to drop. Here are estimates of the percentage of adult smokers in the years after 1965 (years since 1965):
Year (x) Smokers (y)
0 42.5
5 39.0
15 28.5
40 20.0
(a) Here are the means and standard deviations for the complete set of data and the correlation between the percentage of smokers and year:
Mean of x = 33.7, Standard deviation of x = 12.9
Mean of y = 26.1, Standard deviation of y = 7.2
Correlation coefficient (r) = -0.97
Use this information to find the least-squares regression line.
(b) According to your regression line, how much did smoking decline per year during this period, on average?
(c) What percent of the observed variation in the percentage of adults who smoke can be explained by the change over time?