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Statistics
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Statistics
Exam 8: Inferences Based on a Single Sample: Tests of Hypothesis
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Question 121
Multiple Choice
n = 70, p0 = 0.9
Question 122
Multiple Choice
If a hypothesis test were conducted using α = 0.05, to which of the following p-values would cause the null hypothesis to be rejected.
Question 123
True/False
The alternative hypothesis is accepted as true unless there is overwhelming evidence that it is false.
Question 124
Multiple Choice
It is desired to test H0: μ = 12 against Ha: μ ≠ 12 using α = 0.05. The population in question is uniformly distributed with a standard deviation of 2.0. A random sample of 100 will be drawn from this population. If μ is really equal to 11.9, what is the value of β associated with this test?
Question 125
Essay
In a test of H0: μ = 250 against Ha: μ ≠ 250, a sample of n = 100 observations possessed mean
x
ˉ
\bar { x }
x
ˉ
= 247.3 and standard deviation s = 11.4. Find and interpret the p-value for the test.
Question 126
Short Answer
Consider a test of
H
0
:
μ
=
80
\mathrm { H } _ { 0 } : \mu = 80
H
0
:
μ
=
80
performed with the computer. SPSS reports a two-tailed p-value of
0.0038
0.0038
0.0038
. Make the appropriate conclusion for the given situation:
H
a
:
μ
≠
80
,
z
=
2.9
,
α
=
0.04
\mathrm { H } _ { \mathrm { a } } : \mu \neq 80 , z = 2.9 , \alpha = 0.04
H
a
:
μ
=
80
,
z
=
2.9
,
α
=
0.04
A) Reject
H
0
\mathrm { H } _ { 0 }
H
0
B) Fail to reject
H
0
\mathrm { H } _ { 0 }
H
0
Question 127
True/False
In a test of hypothesis, the sampling distribution of the test statistic is calculated under the assumption that the alternative hypothesis is true.
Question 128
Essay
A random sample of 8 observations from an approximately normal distribution is shown below.
5
6
4
5
8
6
5
3
\begin{array} { l l l l l l l l } 5 & 6 & 4 & 5 & 8 & 6 & 5 & 3\end{array}
5
6
4
5
8
6
5
3
Find the observed level of significance for the test of H0: μ = 5 against Ha: μ ≠ 5. Interpret the result.
Question 129
True/False
The rejection region for a two-tailed test with α = .05 is -1.96 < z < 1.96.
Question 130
True/False
The null hypothesis represents the status quo to the party performing the sampling experiment.
Question 131
Short Answer
Suppose we wish to test
H
0
:
μ
=
23
H _ { 0 } : \mu = 23
H
0
:
μ
=
23
vs.
H
a
:
μ
<
23
H _ { \mathrm { a } } : \mu < 23
H
a
:
μ
<
23
. Which of the following possible sample restults gives the most evidence to support
H
a
H _ { a }
H
a
(i.e., reject
H
0
H _ { 0 }
H
0
)? A)
x
ˉ
=
19
,
s
=
5
\bar { x } = 19 , s = 5
x
ˉ
=
19
,
s
=
5
B)
x
ˉ
=
20
,
s
=
8
\bar { x } = 20 , s = 8
x
ˉ
=
20
,
s
=
8
C)
x
ˉ
=
21
,
s
=
6
\bar { x } = 21 , s = 6
x
ˉ
=
21
,
s
=
6
D)
x
ˉ
=
19
,
s
=
11
\bar { x } = 19 , s = 11
x
ˉ
=
19
,
s
=
11
Question 132
Essay
In a test of H0: μ = 12 against Ha: μ > 12, a sample of n = 75 observations possessed mean
x
ˉ
\bar { x }
x
ˉ
= 13.1 and standard deviation s = 4.3. Find and interpret the p-value for the test.
Question 133
Short Answer
α
=
0.08
,
p
-value
=
0.001
\alpha = 0.08 , \mathrm { p } \text {-value } = 0.001
α
=
0.08
,
p
-value
=
0.001
A) Reject
H
0
\mathrm { H } _ { 0 }
H
0
B) Fail to reject
H
0
\mathrm { H } _ { 0 }
H
0
Question 134
Multiple Choice
A random sample of n observations, selected from a normal population, is used to test the null hypothesis H0: σ2 = 155. Specify the appropriate rejection region. Ha: σ2 > 155, n = 25, α = .10