You volunteer some of your spare time to your local fire department and have been asked by an assistant chief to analyze data on firefighters who applied for promotion. The assistant chief wants to ensure that gender bias is not a concern in the promotion of firefighters. Shown below is data for 50 firefighters who applied for promotion and the results of a chi-square analysis of the data.   Male Female Promoted 13 22 Not Promoted 10 5   Chi-Square Statistic 3.6845 P value 0.054919       Is the promotional status of recently promoted firefighters independent of their gender? What reasons should the assistant chief convey to the fire chief to justify the absence of gender bias in the most recent class of firefighters who were promoted?

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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You volunteer some of your spare time to your local fire department and have been asked by an assistant chief to analyze data on firefighters who applied for promotion. The assistant chief wants to ensure that gender bias is not a concern in the promotion of firefighters. Shown below is data for 50 firefighters who applied for promotion and the results of a chi-square analysis of the data.

 

Male

Female

Promoted

13

22

Not Promoted

10

5

 

Chi-Square Statistic

3.6845

value

0.054919

 

 

 

  1. Is the promotional status of recently promoted firefighters independent of their gender?
  2. What reasons should the assistant chief convey to the fire chief to justify the absence of gender bias in the most recent class of firefighters who were promoted?
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