TV ads run and the revenue of the XYZ company

The 2021 monthly data below shows the number of TV ads run and the revenue of the XYZ company.

 

Month TV Ads Revenue (₱M)
January 21 8.35
February 180 22.76
March 50 13.45
April 195 21. 10
May 96 15.00
June 44 12.50
July 171 20.70
August 135 19.72
September 120 16.12
October 75 13.10
November 106 15.67
December 198 25.30

 

  1. Write the regression equation.
  2. Interpret the slope and the y-intercept.
  3. Determine and interpret the coefficient of determination.
  4. Determine and interpret the coefficient of correlation.
  5. Test the significance of the null hypothesis at 0.05 level of significance.
  6. Forecast revenue at 100 TV ads run.

Complete Answer:

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