Question 128355: Please kindly help me. I am stuck with this question and cannot move on. Thank you again for the help
Biologists at the Long Beach aquarium would like to know if conditions at aquariums reduce the life span of dolphins. Dolphins live an average of 21 years in the wild with a standard deviation of 3 years. Furthermore, the lifespan of dolphins forms a normal distribution.
Because dolphins are exchanged with other aquariums and because some dolphins’ ages are unknown, the biologists were able to randomly select only 4 dolphins for the study. The four lived to the following ages: 17, 19, 20, 21. At a .05 significance level, can the biologists claim that dolphins living in captivity have a shorter life span than dolphins at sea?
Question 1: What is the null hypothesis?
Q2: What is the alternate hypothesis?
Q3: Which is the correct hypothesis test (e.g., Z-, t-, or F-test)?
Q4: Is this a directional or nondirectional test?
Q5: What is the test statistic?
Q6: What is the p-value?
Q7: What is your conclusion?
Q8: Is it possible that an error was committed? If so, which kind?
Answer by stanbon(75887)   (Show Source):
You can put this solution on YOUR website! Biologists at the Long Beach aquarium would like to know if conditions at aquariums reduce the life span of dolphins. Dolphins live an average of 21 years in the wild with a standard deviation of 3 years. Furthermore, the lifespan of dolphins forms a normal distribution.
Because dolphins are exchanged with other aquariums and because some dolphins’ ages are unknown, the biologists were able to randomly select only 4 dolphins for the study. The four lived to the following ages: 17, 19, 20, 21. At a .05 significance level, can the biologists claim that dolphins living in captivity have a shorter life span than dolphins at sea?
Question 1: What is the null hypothesis?
Ho: mu = 21 yrs.
Q2: What is the alternate hypothesis?
Ha: mu < 21 yrs
Q3: Which is the correct hypothesis test (e.g., Z-, t-, or F-test)?
t
Q4: Is this a directional or nondirectional test?
If by directional you mean the same as "one-tail" the answer is directional.
Q5: What is the test statistic?
The sample mean is 19.25, so
t(19.25) = (19.25-21)/[3/sqrt(4)] = -1.1667
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Q6: What is the p-value?
P(-10 < t < -1.1667) with df = 3 is 0.0960
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Q7: What is your conclusion?
Fail to reject Ho because the p-value is greater than alpha = 5%
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Q8: Is it possible that an error was committed? If so, which kind?
With such a small sample we may have failed to detect a real change
in the average life-span of dolphins. That is a Type II error of
failing to reject Ho when it fact it is false.
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Cheers,
Stan H.
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