Is the transportation mode used to ship goods independent of
type of industry? Suppose the following contingency table
represents frequency counts of types of transportation used by the
publishing and the computer hardware industries. Analyze the data
by using the chi-square test of independence to determine whether
type of industry is independent of transportation mode. Let α =
0.05.
Transportation Mode | |||||||||||||
Industry |
|
Appendix A Statistical Tables
(Round the intermediate values to 2 decimal places.
Round your answer to 2 decimal places.)
Observed χ2 =
Transportation mode is
independentnot independent of
industry.
Applying chi square test of independence: |
Expected | Ei=row total*column total/grand total | Freshman | Sophomore | Senior | Total |
Publishing | 27.33 | 12.62 | 42.05 | 82 | |
Computer hardware | 11.67 | 5.38 | 17.95 | 35 | |
total | 39 | 18 | 60 | 117 | |
chi square χ2 | =(Oi-Ei)2/Ei | Freshman | Sophomore | Senior | Total |
Publishing | 1.630 | 0.030 | 0.870 | 2.5300 | |
Computer hardware | 3.810 | 0.070 | 2.040 | 5.9200 | |
total | 5.4400 | 0.1000 | 2.9100 | 8.4500 | |
Observed test statistic X2 = | 8.450 |
p value = | 0.0146 |
since p value <0.05
Transportation mode is not independent of industry.
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