7. A simple random sample of 43 adults is obtained from a normally distributed population, and each person's red blood cell count (in cells per microliter) is measured. The sample mean is 5.27 and the sample standard deviation is 0.52. Use a 0.01 significance level and the given calculator display to test the claim that the sample is from a population with a mean less than 5.4 comma which is a value often used for the upper limit of the range of normal values. What do the results suggest about the sample group?
T-Test
µ< 5.4
t= -1.639359631
p=0.0543043057
x=5.27
Sx=0.52
N=43
What are the null and alternative hypotheses?
A.H 0: µ < 5.4
H 1: µ = 5.4
B.H 0: µ =5.4
H 1: µ < 5.4
C. H 0: µ = 5.4
H 1: µ >5.4
D.H 0: µ = 5.4
H 1: µ ≠ 5.4
Identify the test statistic.___
(Round to three decimal places as needed.)
Identify the P-value._____
(Round to four decimal places as needed.)
State the final conclusion that addresses the original claim. Choose the correct answer below.
A.Reject Upper H 0. There is sufficient evidence to support the claim that the sample is from a population with a mean less than 5.4.
B.Reject Upper H 0. There is not sufficient evidence to support the claim that the sample is from a population with a mean less than 5.4.
C.Fail to reject Upper H 0. There is sufficient evidence to support the claim that the sample is from a population with a mean less than 5.4.
D.Fail to reject Upper H 0. There is not sufficient evidence to support the claim that the sample is from a population with a mean less than 5.4.
What do the results suggest about the sample group?
A.There is not enough evidence to conclude that the sample is from a population with a mean less than 5.4 comma so it is unlikely that the population has counts that are too high.
B.There is enough evidence to conclude that the sample is from a population with a mean less than 5.4, so it is unlikely that the population has counts that are too high.
C.There is enough evidence to conclude that the sample is from a population with a mean less than 5.4, so it is possible that the population has counts that are too high.
D.There is not enough evidence to conclude that the sample is from a population with a mean less than 5.4 comma so it is possible that the population has counts that are too high.
To Test :-
B.H 0: µ =5.4
H 1: µ < 5.4
Test Statistic :-
t = -1.6394
Test Criteria :-
Reject null hypothesis if
Result :- Fail to reject null hypothesis
Decision based on P value
P - value = P ( t > 1.6394 ) = 0.0543
Reject null hypothesis if P value <
level of significance
P - value = 0.0543 > 0.01 ,hence we fail to reject null
hypothesis
Conclusion :- Fail to reject null hypothesis
D.Fail to reject Upper H 0. There is not sufficient evidence to support the claim that the sample is from a population with a mean less than 5.4.
D.There is not enough evidence to conclude that the sample is from a population with a mean less than 5.4 comma so it is possible that the population has counts that are too high.
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