A professor of economics wants to study the relationship between income (y in $1,000s) and education (x in years). A random sample of eight individuals is taken and the results are shown below:
Education (X years): 16 11 15 8 12 10 13 14
Income (y in $1,000s): 58 40 55 35 43 41 52 49
Note: Px = 99, Py = 373, Pxy = 4761, Pxz = 1275, Pyz = 17849. Calculate r, the correlation coefficient.
What is the interpretation for the correlation coefficient r in education and income?
a) Strong positive correlation
b) Intermediate positive correlation
c) Weak positive correlation
d) No correlation between education and income
What is the equation of the regression line for this data?
d) If a person studied 11 years, what would you predict for her salary?