MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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Listed below are paired data consisting of amounts spent on advertising (in millions of dollars) and the profits (in millions of dollars). Determine if there is a significant negative linear correlation between advertising cost and profit . Use a significance level of 0.01 and round all values to 4 decimal places.

Advertising Cost Profit
3 15
4 29
5 16
6 30
7 21
8 27
9 21
10 27
11 22
12 24

 

Ho: ρ = 0
Ha: ρ < 0

Find the Linear Correlation Coefficient
    r = 

Find the p-value
   p-value =   

The p-value is

  • Greater than αα
  • Less than (or equal to) αα

 

The p-value leads to a decision to

  • Do Not Reject Ho
  • Accept Ho
  • Reject Ho

 

The conclusion is 

  • There is insufficient evidence to make a conclusion about the linear correlation between advertising expense and profit.
  • There is a significant linear correlation between advertising expense and profit.
  • There is a significant positive linear correlation between advertising expense and profit.
  • There is a significant negative linear correlation between advertising expense and profit.
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