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Chi square test for TV advertisement data

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Many companies use well-known celebrities as spokespersons in their TV advertisements. A study was conducted to determine whether brand awareness of female TV viewers and the gender of the spokesperson are independent. Each in a sample of 300 female TV viewers was asked to identify a product advertised by a celebrity spokesperson. The gender of the spokesperson and whether or not the viewer could identify the product was recorded. The numbers in each category are given below.

Male Celebrity Female Celebrity
Identified Product 41 61
Could Not Identify 109 89

Referring to the table above, at 5% level of significance, the critical value of the test statistic is
A. 3.8415
B. 5.9914
C. 9.4877
D. 13.2767

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The solution gives the critical value of a Chi-square test.

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Many companies use well-known celebrities as spokespersons in their TV advertisements. A study was conducted to determine whether brand awareness of female TV viewers and the gender of the spokesperson are independent. Each in a sample of 300 female TV ...

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