Question: 1 For the data plotted in the scatterplot, the r2 value was calculated to be 0.9846. Which of the following sets of statements is true?

1 For the data plotted in the scatterplot, ther2value was calculated to be 0.9846.

Which of the following sets of statements is true?

  • 98.5% of the variation in yearly income is explained by a nonlinear relationship with age. The correlation coefficient, r, is 0.992.
  • 98.5% of the variation in yearly income is explained by a linear relationship with age. The correlation coefficient, r, is 0.992
  • 98.5% of the variation in age is explained by a linear relationship with yearly income. The correlation coefficient, r, is 0.969.
  • 98.5% of the variation in age is explained by a nonlinear relationship with yearly income. The correlation coefficient, r, is 0.969.

2 For a set of data, x is the explanatory variable.Its mean is 8.2, and its standard deviation is 1.92.

For the same set of data, y is the response variable. Its mean is 13.8, and its standard deviation is 3.03.

The correlation was found to be 0.223.

Select the correct slope and y-intercept for the least-squares line.

  • Slope = 0.35 y-intercept = -10.9
  • Slope = -0.35 y-intercept = 10.9
  • Slope = -0.35 y-intercept = -10.9
  • Slope = 0.35 y-intercept = 10.9

3 Which of the following is a guideline for establishing causality?

  • Check if the effect is present or absent when the response variable is present or absent.
  • Keep all variables the same to get duplicate results.
  • Do not consider other possible causes.
  • Look for cases where correlation exists between the variables of a scatterplot.

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