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Consider the following hypothesis test.
H0: μ ≥ 50
Ha: μ < 50
A sample of 36 is used. Identify the p-value and state your conclusion for each of the following sample results. Use
α = 0.01.
(a)
x = 49 and s = 5.2
Find the value of the test statistic. (Round your answer to three decimal places.)
Find the p-value. (Round your answer to four decimal places.)
p-value =
State your conclusion.
Do not reject H0. There is sufficient evidence to conclude that μ < 50.Reject H0. There is insufficient evidence to conclude that μ < 50. Reject H0. There is sufficient evidence to conclude that μ < 50.Do not reject H0. There is insufficient evidence to conclude that μ < 50.
(b)
x = 48 and s = 4.5
Find the value of the test statistic. (Round your answer to three decimal places.)
Find the p-value. (Round your answer to four decimal places.)
p-value =
State your conclusion.
Do not reject H0. There is sufficient evidence to conclude that μ < 50.Reject H0. There is insufficient evidence to conclude that μ < 50. Reject H0. There is sufficient evidence to conclude that μ < 50.Do not reject H0. There is insufficient evidence to conclude that μ < 50.
(c)
x = 51 and s = 6.0
Find the value of the test statistic.
Find the p-value. (Round your answer to four decimal places.)
p-value =
State your conclusion.
Do not reject H0. There is sufficient evidence to conclude that μ < 50.Reject H0. There is insufficient evidence to conclude that μ < 50. Reject H0. There is sufficient evidence to conclude that μ < 50.Do not reject H0. There is insufficient evidence to conclude that μ < 50.
Solution :
= 50
n = 36
This is the two tailed test .
The null and alternative hypothesis is
H0 : ≥ 50
Ha : < 50
a) = 49
s = 5.2
Test statistic = t
= ( - ) / s / n
= (49 - 50) / 5.2/ 36
= -1.154
P (t < -1.154 ) = 0.1282
P-value = 0.1282
= 0.01
p=0.1282 ≥ 0.01
-Do not reject H0. There is insufficient evidence to conclude that μ < 50.
b)
= 48
s = 4.7
Test statistic = t
= ( - ) / s / n
= (48 - 50) / 4.5/ 36
= -2.667
P (t < -2.667 ) = 0.00576
P-value = 0.0058
= 0.01
p=0.0058<0.01
-Reject H0. There is sufficient evidence to conclude that μ < 50.
c)
= 51
s = 6
Test statistic = t
= ( - ) / s / n
= (51- 50) /6/ 36
= 1
P (t<1 ) = 0.8379
P-value = 0.8379
= 0.01
p=0.8379 ≥ 0.01
-Do not reject H0. There is insufficient evidence to conclude that μ < 50.
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