A researcher wants to determine if the number of minutes spent watching television per day is independent of gender. A random sample of 315 adults was selected and the results are shown below. Is there enough evidence to conclude that the number of minutes spent watching television per day is related to gender? Find the P-Value. 0 - 30 mins 30 - 60 mins 60 - 90 mins 90 - over mins Male 25 35 75 45 Female 30 45 45 15 Group of answer choices 3.5781 E-4 1.0575 E-3 5.6672 E-3 4.1032 E-4
Applying chi square test of independence: |
Expected | Ei=row total*column total/grand total | 0-30 min | 30-60 min | 60-90 min | 90- | Total |
male | 31.43 | 45.71 | 68.57 | 34.29 | 180 | |
female | 23.57 | 34.29 | 51.43 | 25.71 | 135 | |
total | 55 | 80 | 120 | 60 | 315 | |
chi square χ2 | =(Oi-Ei)2/Ei | 0-30 min | 30-60 min | 60-90 min | 90- | Total |
male | 1.315 | 2.511 | 0.603 | 3.348 | 7.7770 | |
female | 1.753 | 3.348 | 0.804 | 4.464 | 10.3693 | |
total | 3.0682 | 5.8594 | 1.4062 | 7.8125 | 18.1463 | |
test statistic X2 = | 18.146 | |||||
p value = | 4.1032 E-04 |
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