Question #347654

The average height of students in a freshman class of a certain school has been 149.45 cm with a population standard deviation of 7.74 cm. Is there a reason to believe that there has been a change in the average height if a random sample of 43 students in the present freshman class has an average height of 164 cm? Use a 0.01 level of significance.






1
Expert's answer
2022-06-03T13:08:01-0400

The following null and alternative hypotheses need to be tested:

H0:μ=149.45H_0:\mu=149.45

H1:μ149.45H_1:\mu\not=149.45

This corresponds to a two-tailed test, for which a z-test for one mean, with known population standard deviation will be used.

Based on the information provided, the significance level is α=0.01,\alpha = 0.01, and the critical value for a two-tailed test is zc=2.5758.z_c = 2.5758.

The rejection region for this two-tailed test is R={z:z>2.5758}.R = \{z:|z|>2.5758\}.

The z-statistic is computed as follows:



z=xˉμσ/n=164149.457.74/43=12.3270z=\dfrac{\bar{x}-\mu}{\sigma/\sqrt{n}}=\dfrac{164-149.45}{7.74/\sqrt{43}}=12.3270

Since it is observed that z=12.3270>2.5758=zc,|z|=12.3270>2.5758=z_c, it is then concluded that the null hypothesis is rejected.

Using the P-value approach:

The p-value is p=2P(z>12.3270)=0,p=2P(z>12.3270)= 0, and since p=0<0.01=α,p= 0<0.01=\alpha, it is concluded that the null hypothesis is rejected.

Therefore, there is enough evidence to claim that the population mean μ\mu

is different than 4.25, at the α=0.01\alpha = 0.01 significance level.


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