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QUESTION TWO (15 MARKS) The following data relates to the total costs incurred in Muigai Garage in a period of 8 weeks. Week Number of

QUESTION TWO (15 MARKS)

The following data relates to the total costs incurred in Muigai Garage in a period of 8 weeks.

Week Number of cars repaired Total Costs incurred (Ksh.)
1 90 5,200,000
2 100 6,000,000
3 120 6,200,000
4 150 3,530,000
5 160 3,850,000
6 220 4,300,000
7 300 5,870,000
8 340 7,150,000

  1. Use Excel to create a scatter plot.
  2. Draw a line of best fit among the data points and identify outliers if any
  3. Use Excel to add the regression equation and related R2 statistic to the scatter plot.
  4. Use the regression analysis feature in Excel to generate a complete regression output, and determine the "regression line"
  5. Use Excel to draw in the "high-low" line, and visually confirm the line by calculating the high-low equation.
  6. Visually inspect the scatter plot and comment on which line ("high-low" or "regression") is more representative of the data points.
  7. Why do you think the two lines are different?
  8. What does R2 mean generally and what does its value specifically talk about the regression line developed from this data set.
  9. As a manger would you be confident in using this cost equation to estimate costs at different activity levels?
  10. Predict and compare cost estimates for week 9 when 390 cars are to be repaired.

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