Question #346338

Conduct a traditional hypothesis test for the null hypothesis H0: µ = 100 against the alternative


hypothesis H1: µ > 100 based on the 35 random observations. The sample mean is 105 and the


sample standard deviation is 15. Use α = 0.01.

1
Expert's answer
2022-05-30T23:33:57-0400

The following null and alternative hypotheses need to be tested:

H0:μ=100H_0:\mu=100

H1:μ>100H_1:\mu>100

This corresponds to a right-tailed test, for which a t-test for one mean, with unknown population standard deviation, using the sample standard deviation, will be used.

Based on the information provided, the significance level is α=0.01,\alpha = 0.01, df=n1=34df=n-1=34 and the critical value for a right-tailed test is tc=2.44115.t_c =2.44115.

The rejection region for this right-tailed test is R={t:t>2.44115}.R = \{t:t>2.44115\}.


The t-statistic is computed as follows:



t=xˉμs/n=10510015/35=1.9720t=\dfrac{\bar{x}-\mu}{s/\sqrt{n}}=\dfrac{105-100}{15/\sqrt{35}}=1.9720


Since it is observed that t=1.9720<2.44115=tc,t=1.9720<2.44115=t_c, it is then concluded that the null hypothesis is not rejected.

Using the P-value approach:

The p-value for right-tailed, df=34df=34 degrees of freedom, t=1.9720t=1.9720 is p=0.028395,p= 0.028395, and since p=0.028395>0.01=α,p= 0.028395>0.01=\alpha, it is concluded that the null hypothesis is not rejected.

Therefore, there is not enough evidence to claim that the population mean μ\mu

is greater than 100, at the α=0.01\alpha = 0.01 significance level.


Need a fast expert's response?

Submit order

and get a quick answer at the best price

for any assignment or question with DETAILED EXPLANATIONS!

Comments

No comments. Be the first!
LATEST TUTORIALS
APPROVED BY CLIENTS