Question 4 The Apparel Co. Ltd. has been using television advertisements to advertise hoir new clothing line for the past 12 mmonths. The sales manager wants to assess the effect of these...


Question 4<br>The Apparel Co. Ltd. has been using television advertisements to advertise<br>hoir new clothing line for the past 12 mmonths. The sales manager wants to<br>assess the effect of these advertisements on sales for the last 12 months. You<br>re to consider sales amount as the dependent variable and the number of<br>advertisements as the independent variable. The sales amount (in '000) and<br>the number of advertisements are shown below.<br>Monthly $ales and Advertising at The Apparel Co. Ltd<br>No of Advertisements<br>19<br>23<br>30<br>24<br>20<br>26<br>34<br>36<br>Month<br>Amount in sales in '000<br>1<br>60<br>78<br>69<br>4<br>71<br>83<br>9.<br>74<br>7<br>99<br>8<br>100<br>25<br>64<br>10<br>31<br>98<br>11<br>27<br>81<br>12<br>27<br>77<br>Using excel, complete the following tasks:<br>Note: Summit a copy of the regression output with your answer.<br>a) Show the above data on a scatter plot and include the regression line.<br>Label the graph and líne completely (<br>b) What is the average sales across all months of advertising?(<br>c) Identify r-squared on the regression output and interpret what it means<br>in this scenario.<br>d) Identify the 95% contidence interval for B(<br>e) Identify the 99% confidence interval for B (-<br>f) Identify the standard deviation of error at the 1% level of significance (1<br>g) Test at the 1% significance level whether the slope of the regression<br>line is positive. Identify all steps in your analysis and make a complete<br>and relevant decision. (<br>

Extracted text: Question 4 The Apparel Co. Ltd. has been using television advertisements to advertise hoir new clothing line for the past 12 mmonths. The sales manager wants to assess the effect of these advertisements on sales for the last 12 months. You re to consider sales amount as the dependent variable and the number of advertisements as the independent variable. The sales amount (in '000) and the number of advertisements are shown below. Monthly $ales and Advertising at The Apparel Co. Ltd No of Advertisements 19 23 30 24 20 26 34 36 Month Amount in sales in '000 1 60 78 69 4 71 83 9. 74 7 99 8 100 25 64 10 31 98 11 27 81 12 27 77 Using excel, complete the following tasks: Note: Summit a copy of the regression output with your answer. a) Show the above data on a scatter plot and include the regression line. Label the graph and líne completely ( b) What is the average sales across all months of advertising?( c) Identify r-squared on the regression output and interpret what it means in this scenario. d) Identify the 95% contidence interval for B( e) Identify the 99% confidence interval for B (- f) Identify the standard deviation of error at the 1% level of significance (1 g) Test at the 1% significance level whether the slope of the regression line is positive. Identify all steps in your analysis and make a complete and relevant decision. (

Jun 09, 2022
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