In: Statistics and Probability
Settings
|
A company wants to determine whether its consumer product ratings
(0minus− 10)
have changed from last year to this year. The table below shows the company's product ratings from eight consumers for last year and this year. At
alphaαequals= 0.05,
is there enough evidence to conclude that the ratings have changed? Assume the samples are random and dependent, and the population is normally distributed. Complete parts (a) through (f).
Consumer |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
|
||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Rating left parenthesis last year right parenthesisRating (last year) |
55 |
66 |
55 |
22 |
99 |
66 |
66 |
55 |
|||||||||||
Rating (this year) |
22 |
77 |
33 |
11 |
55 |
55 |
55 |
44 |
(a) Identify the claim and state
Upper H 0H0
and
Upper H Subscript aHa.
The claim is "The product ratings have
▼
decreased
not changed
changed
increased
from last year to this year."Let
mu Subscript dμd
be the hypothesized mean of the ratings last year minus the ratings this year. State
Upper H 0H0
and
Upper H Subscript aHa.
Choose the correct answer below.
A.
Upper H 0H0 :
mu Subscript dμdgreater than or equals≥0
Upper H Subscript aHa :
mu Subscript dμdless than<0
B.
Upper H 0H0 :
mu Subscript dμdless than or equals≤0
Upper H Subscript aHa :
mu Subscript dμdgreater than>0
C.
Upper H 0H0 :
mu Subscript dμdnot equals≠0
Upper H Subscript aHa :
mu Subscript dμdequals=0
D.
Upper H 0H0 :
mu Subscript dμdless than or equals≤d overbard
Upper H Subscript aHa :
mu Subscript dμdgreater than>d overbard
E.
Upper H 0H0 :
mu Subscript dμdequals=0
Upper H Subscript aHa :
mu Subscript dμdnot equals≠0
F.
Upper H 0H0 :
mu Subscript dμdgreater than or equals≥d overbard
Upper H Subscript aHa :
mu Subscript dμdless than<d overbard
(b) Find the critical value(s) and identify the rejection region(s).
t 0t0equals=nothing
(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. Choose the correct answer below.
A.
tgreater than>1.895
B.
tless than<minus−2.365
C.
tless than<minus− 2.365,
tgreater than>2.365
D.
tless than<minus− 1.895,
tgreater than>1.895
(c) Calculate
d overbard
and
s Subscript dsd.
d overbardequals=nothing
(Type an integer or a decimal.)
Calculate
s Subscript dsd.
s Subscript dsdequals=nothing
(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.
tequals=nothing
(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.
RejectReject
the null hypothesis.
Fail to rejectFail to reject
the null hypothesis.
(f) Interpret the decision in the context of the original claim. Choose the correct answer below.
A.
At the 5% significance level, there
isis
enough evidence to support the claim that the product ratings have changed from last year to this year.
B.
The sample was not large enough to make a conclusion.
C.
The product ratings have changed from last year to this year.
D.
At the 5% significance level, there
is notis not
enough evidence to support the claim that the product ratings have changed from last year to this year.