A local Internet provider wants to test the claim that the average time a family spends online on a Saturday is at least 7 hours. To test this claim, the Internet provider randomly samples 30 households and finds that these families' mean number of hours spent on the Internet on a Saturday was 6 hours with a standard deviation of 1.5 hours. At a level of significance of 0.05, can the Internet provider's claim be supported?
Based on your results from parts 1-5, which one of the statements below would be the correct interpretation of this hypothesis testing?
A) It is not true that the average time a family spends online on a Saturday is at least 7 hours
B) We have enough evidence to support that the average time a family spends online on a Saturday is at least 7 hours.
C) We can not accept that the average time a family spends online on a Saturday is at least 7 hours.
D) We have enough evidence to support the claim that the average time a family spends online on a Saturday is at least 7 hours.
E) We don't have enough evidence to support the claim that the average time a family spends online on a Saturday is at least 7 hours.
The statistical software output for this problem is:
From above output:
P - value = 0.0005 which is less than 0.05 significance level. Hence,
We don't have enough evidence to support the claim that the average time a family spends online on a Saturday is at least 7 hours.
Option E is correct.
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