A study carried out by Nielsen/ Net Ratings in the last August 2001 indicated that the average number of Internet sessions at home per month was 34. In the following September, they conducted a study and recorded the number of Internet sessions at home for a random sample of 100 Internet users. The average number of Internet sessions was 32 with standard deviation equal to 4.5. Compute a statistical test to determine if the number of Internet sessions decreased from August to September?
a. Write down the test hypotheses, the test statistic and the p-value.
b. What conclusions can you draw?
a)
H0: = 34
Ha: < 34
Test statistics
t = ( - ) / (S / sqrt(n) )
= ( 32 - 34) / ( 4.5 / sqrt(100) )
= -4.44
df = n - 1 = 100 - 1 = 99
From T table,
With test statistics of 4.44 and df of 99
p-value = 0.0000
b)
Since p-value < 0.05, Reject the null hypothesis.
Conclusion - We conclude that we have sufficient evidence to support the claim that
the number of Internet sessions decreased from August to September.
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