In: Statistics and Probability
The provided sample mean is and the sample standard deviation is s=16.71, and the sample size is n=88.
(1) Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
Ho:
Ha:
This corresponds to a left-tailed test, for which a t-test for one mean, with unknown population standard deviation, will be used.
(2) Rejection Region
Based on the information provided, the significance level is α=0.05, and the critical value for a left-tailed test is
tc=−1.663.
The rejection region for this left-tailed test is R=t:t<−1.663
(3) Test Statistics
The t-statistic is computed as follows:
(4) The decision about the null hypothesis
Since it is observed that t=−0.618≥tc=−1.663, it is then concluded that the null hypothesis is not rejected.
Using the P-value approach: The p-value is p=0.2692, and since p=0.2692≥0.05, it is concluded that the null hypothesis is not rejected.
(5) Conclusion
It is concluded that the null hypothesis Ho is not rejected. Therefore, there is not enough evidence to claim that the population mean μ is less than 70, at the 0.05 significance level.
Graphically
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