8.3. 3.The table below shows the number of hours per day 11 patients suffered from headaches before and after 7 weeks of soft tissue therapy. At α=​0.01, is there enough evidence to conclude that soft tissue therapy helps to reduce the length of time patients suffer from​ headaches? Assume the samples are random and​ dependent, and the population is normally distributed. Complete parts​ (a) through​ (f).   Patient 1 2 3 4 5 6 7 8 9 10 11   Daily headache hours (before) 2.5 2.1 2.2 2.4 1.9 2.1 2.9 3.9 4.5 2.4 2.6   Daily headache hours​ (after) 2.0 1.2 1.7 1.3 1.4 1.3 1.5 2.5 2.0 1.7 1.4   ​(a) Identify the claim and state

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8.3. 3.The table below shows the number of hours per day 11 patients suffered from headaches before and after 7 weeks of soft tissue therapy. At
α=​0.01,
is there enough evidence to conclude that soft tissue therapy helps to reduce the length of time patients suffer from​ headaches? Assume the samples are random and​ dependent, and the population is normally distributed. Complete parts​ (a) through​ (f).
 
Patient
1
2
3
4
5
6
7
8
9
10
11
 
Daily headache hours (before)
2.5
2.1
2.2
2.4
1.9
2.1
2.9
3.9
4.5
2.4
2.6
 
Daily headache hours​ (after)
2.0
1.2
1.7
1.3
1.4
1.3
1.5
2.5
2.0
1.7
1.4
 
​(a) Identify the claim and state
H0
and
Ha.
 
The claim is​ "The therapy
(1) 
 
 
the length of time patients suffer from​ headaches."
Let
μd
be the hypothesized mean of the​ patients' daily headache hours before therapy minus their daily headache hours after it. State
H0
and
Ha.
Choose the correct answer below.
 
 
A.
H0​:
μd≤0
Ha​:
μd>0
 
B.
H0​:
μd=d
Ha​:
μd≠d
 
C.
H0​:
μd≤d
Ha​:
μd>d
 
D.
H0​:
μd≥0
Ha​:
μd<0
 
E.
H0​:
μd≥d
Ha​:
μd<d
 
F.
H0​:
μd≠d
Ha​:
μd=d
​(b) Find the critical​ value(s) and identify the rejection​ region(s).
 
t0=
​(Use a comma to separate answers as needed. Type an integer or a decimal. Round to three decimal places as​ needed.)
Identify the rejection​ region(s). Choose the correct answer below.
 
 
A.
t<−3.169
or
t>3.169
 
B.
t<−3.169
 
C.
t<−2.764
or
t>2.764
 
D.
t>2.764
​(c) Calculate
d.
 
d=
​(Type an integer or a decimal. Round to three decimal places as​ needed.)
Calculate
sd.
 
sd=
​(Type an integer or a decimal. Round to three decimal places as​ needed.)
​(d) Use the​ t-test to find the standardized test statistic t.
 
t=
​(Type an integer or a decimal. Round to three decimal places as​ needed.)
​(e) Decide whether to reject or fail to reject the null hypothesis. Choose the correct answer below.
 
 
Reject
the null hypothesis.
 
Fail to reject
the null hypothesis.
​(f) Interpret the decision in the context of the original claim. Choose the correct answer below.
 
 
A.
At the​ 1% significance​ level, there
is not
enough evidence that soft tissue therapy helps to reduce the length of time patients suffer from headaches.
 
B.
At the​ 1% significance​ level, there
is
enough evidence that soft tissue therapy helps to reduce the length of time patients suffer from headaches.
 
C.
The sample was not large enough to make a conclusion.
 
D.
Soft tissue therapy increases the length of time patients suffer from headaches.
(1) 
 
 does not change
 
 helps to reduce
 
 helps to increase
 
 changes
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