Question #341098

"It is claimed that a car is driven on the average less than 28700 kilometers per year with a population standard deviation of 2100 kilometers. To test this claim, a random sample of 58 car owners are asked to keep a record of the kilometers they travelled. Would you agree with this claim if the random sample showed an average of 22500 kilometers? Use a 0.01 level of significance.






What are the given? Write only the number. :




population mean:Blank 1 km




population standard deviation:Blank 2 km




sample size:Blank 3




sample mean:Blank 4 km




level of significance:Blank 5






What is the critical value?




z:Blank 6






What is the value of the calculated z? Round your answer to the nearest hundredths.




z:Blank 7"

1
Expert's answer
2022-05-17T14:48:16-0400

population mean: 2870028700 km

population standard deviation: 21002100 km

sample size:5858

sample mean: 2250022500 km

level of significance: 0.010.01

What is the critical value?

zc=2.3263z_c=-2.3263

What is the value of the calculated z?


z=xˉμσ/n=22500287002100/5822.48z=\dfrac{\bar{x}-\mu}{\sigma/\sqrt{n}}=\dfrac{22500-28700}{2100/\sqrt{58}}\approx-22.48

The following null and alternative hypotheses need to be tested:

H0:μ28700H_0:\mu\ge28700

H1:μ<28700H_1:\mu<28700

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

Since it is observed that z=22.48<2.3263=zc,z=-22.48<-2.3263= z_c, it is then concluded that the null hypothesis is rejected.

Using the P-value approach: The p-value is p=P(z<22.48)0,p=P(z<-22.48)\approx0, 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 less than 28700, at the α=0.01\alpha = 0.01 significance level.


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