In: Statistics and Probability
A company manager wishes to test a union leader's claim that
absences occur on the different week days with the same
frequencies. Test this claim at the 0.05 level of significance if
the following sample data have been compiled.
Day. | Mon Tues Wed Thurs Fri
Absences | 37 15. 12. 23. 43
Ho: Absences occur on the different week days with the same
frequencies
H1:Absences do not occur on the different week days with the same
frequencies
observed frequencey, O | expected proportion | expected frequency,E | (O-E)²/E | ||
37 | 0.200 | 26.00 | 4.654 | ||
15 | 0.200 | 26.00 | 4.654 | ||
12 | 0.200 | 26.00 | 7.538 | ||
23 | 0.200 | 26.00 | 0.346 | ||
43 | 0.200 | 26.00 | 11.115 |
chi square test statistic,X² = Σ(O-E)²/E =
28.308
level of significance, α= 0.05
Degree of freedom=k-1= 5 -
1 = 4
P value = 0.0000 [ excel function:
=chisq.dist.rt(test-stat,df) ]
Decision: P value < α, Reject Ho
Critical value = 9.4877 [ Excel function:
=chisq.inv.rt(α,df) ]
Conclusion: Absences do not occur on the different week days with the same frequencies
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