Question
The following data represent the level of health and the level of education for a random sample of 1960 residents. Education Excellent Good Fair Poor
The following data represent the level of health and the level of education for a random sample of 1960 residents. | Education | Excellent | Good | Fair | Poor | |
Not a H.S. graduate | 147 | 187 | 142 | 103 | ||
H.S. graduate | 114 | 183 | 91 | 119 | ||
Some college | 88 | 128 | 81 | 109 | ||
Bachelor Degree or higher | 143 | 126 | 102 | 97 |
Part 1
(a) Does the sample evidence suggest that level of education and health are independent at the
alphaequals=0.05
level of significance?
Conduct a P-value hypothesis test. State the hypotheses. Choose the correct answer below.
A.
Upper H 0H0:
Level of education and health are independent.
Upper H 1H1:
Level of education and health are dependent.
B.
Upper H 0H0:
mu11equals=E11
and
mu22equals=E22
and
mu33equals=E33
and
mu44equals=E44
Upper H 1H1:
At least one mean is different from what is expected.
C.
Upper H 0H0:
p11equals=p22equals=p33
Upper H 1H1:
At least one of the proportions are not equal.
Part 2
Calculate the test statistic.
chi Subscript 0 Superscript 220equals=enter your response here
(Round to three decimal places as needed.)
Part 3
The P-value is
enter your response here.
(Round to three decimal places as needed.)
Part 4
Make the proper conclusion. Choose the correct answer below.
A.
Fail to rejectFailtoreject
Upper H 0H0.
There
isis
sufficient evidence that level of education and health are associated.
B.
RejectReject
Upper H 0H0.
There
isis
sufficient evidence that level of education and health are associated.
C.
Fail to rejectFailtoreject
Upper H 0H0.
There
is notisnot
sufficient evidence that level of education and health are associated.
D.
RejectReject
Upper H 0H0.
There
is notisnot
sufficient evidence that level of education and health are associated.
Part 5
(b) Construct a conditional distribution of health by level of education and draw a bar graph.
Education | Excellent | Good | Fair | Poor |
---|---|---|---|---|
Not a H.S. graduate | enter your response here | enter your response here | enter your response here | enter your response here |
H.S. graduate | enter your response here | enter your response here | enter your response here | enter your response here |
Some college | enter your response here | enter your response here | enter your response here | enter your response here |
Bachelor Degree or higher | enter your response here | enter your response here | enter your response here | enter your response here |
(Round to three decimal places as needed.)
Part 6
Choose the correct bar graph below.
A.
A side-by-side bar graph has a vertical axis labeled from 0 to 0.5 in increments of 0.1 and a horizontal axis labeled with four education levels. The bar graph contains four vertical bars above each horizontal axis label; the four bars in each set are labeled as follows from left to right: E, G, F, P. From left to right, the vertical bars in each set have approximate heights as follows, where for each set of four bars the horizontal axis label is listed first and individual bar heights are listed from left to right: "Not H S Grad," 0.18, 0.25, 0.32, 0.25; "H S Grad," 0.24, 0.18, 0.23, 0.36; "Some College," 0.32, 0.2, 0.27, 0.22; "Bachelor," 0.31, 0.21, 0.22, 0.27. 00.5EEEEGGGGFFFFPPPPNotHSGradHSGradSomeCollegeBachelor
B.
A side-by-side bar graph has a vertical axis labeled from 0 to 0.5 in increments of 0.1 and a horizontal axis labeled with four education levels. The bar graph contains four vertical bars above each horizontal axis label; the four bars in each set are labeled as follows from left to right: E, G, F, P. From left to right, the vertical bars in each set have approximate heights as follows, where for each set of four bars the horizontal axis label is listed first and individual bar heights are listed from left to right: "Not H S Grad," 0.25, 0.32, 0.25, 0.18; "H S Grad," 0.23, 0.36, 0.18, 0.24; "Some College," 0.22, 0.32, 0.2, 0.27; "Bachelor," 0.31, 0.27, 0.22, 0.21. 00.5EEEEGGGGFFFFPPPPNotHSGradHSGradSomeCollegeBachelor
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