LC Sdn Bhd has collected the following data on quantity sold (Q), price (P), income (I), and
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Question:
LC Sdn Bhd has collected the following data on quantity sold (Q), price (P), income (I), and advertising (A) and you have been appointed as a business consultant to the company.
Period | Quantity | Price | Income | Advertising |
1 | 120 | 8.0 | 10 | 3 |
2 | 165 | 4.0 | 22 | 7 |
3 | 120 | 7.0 | 20 | 5 |
4 | 165 | 3.0 | 20 | 8 |
5 | 180 | 4.0 | 30 | 8 |
6 | 90 | 10.0 | 19 | 6 |
7 | 150 | 4.0 | 18 | 10.2 |
8 | 190 | 1.6 | 25 | 9.3 |
9 | 160 | 5.0 | 30 | 8 |
10 | 200 | 2.0 | 35 | 9.5 |
1. What are the basic information can you can convey to the company regarding the given data (Hint: explain using graph, chart etc)
2 Propose a regression model that you can build using the above information and use Excel to estimate the model. Write the linear equation that you find.
3 Do the signs of the coefficients make economic sense? Which of the coefficients are significant?
4 Explain how the model can be used as a forecasting technique. Show how it is done
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