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