In: Statistics and Probability
A professor at a local university designed an experiment to see if someone could identify the color of a candy based on taste alone. Students were blindfolded and then given a red-colored or yellow-colored candy to chew. (Half the students were assigned to receive the red candy and half to receive the yellow candy. The students could not see what color candy they were given.) After chewing, the students were asked to guess the color of the candy based on the flavor. Of the
122122
students who participated in the study,
7878
correctly identified the color of the candy. The results are shown in the accompanying technology printout. Complete parts a through c below.
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Click the icon to view the technology printout.
a. If there is no relationship between color and
candy flavor, what proportion of the population of students
would correctly identify the color?
The proportion would be
0.50.5.
(Type an integer or a decimal.)
b. Specify the null and alternative hypotheses for testing whether color and flavor are related. Choose the correct hypotheses below.
A.
Upper H 0 : p equals 0.50 vs. Upper H Subscript a Baseline : p greater than 0.50H0: p=0.50 vs. Ha: p>0.50
B.
Upper H 0 : p equals 0.50 vs. Upper H Subscript a Baseline : p less than 0.50H0: p=0.50 vs. Ha: p<0.50
C.
Upper H 0 : p not equals 0.50 vs. Upper H Subscript a Baseline : p equals 0.50H0: p≠0.50 vs. Ha: p=0.50
Your answer is not correct.
D.
Upper H 0 : p less than 0.50 vs. Upper H Subscript a Baseline : p equals 0.50H0: p<0.50 vs. Ha: p=0.50
E.
Upper H 0 : p equals 0.50 vs. Upper H Subscript a Baseline : p not equals 0.50H0: p=0.50 vs. Ha: p≠0.50
This is the correct answer.
F.
Upper H 0 : p greater than 0.50 vs. Upper H Subscript a Baseline : p equals 0.50H0: p>0.50 vs. Ha: p=0.50
c.
Carry out the test and give the appropriate conclusion at
alphaαequals=0.010.01.
Use the p-value of the test, shown on the accompanying technology printout, to make your decision.
The p-value is
0.0020.002.
(Type an integer or a decimal.)
Make the appropriate conclusion using
alphaαequals=0.010.01.
A.
RejectReject
the null hypothesis, because the p-value is
not less thannot less than
alphaα.
There is
insufficientinsufficient
evidence to conclude that color and flavor are related.
B.
Do not rejectDo not reject
the null hypothesis, because the p-value is not
not less thannot less than
alpha
Result:
122 students who participated in the study, 78 correctly identified the color of the candy. The results are shown in the accompanying technology printout. Complete parts a through c below.
a. If there is no relationship between color and candy flavor, what proportion of the population of students would correctly identify the color?
The proportion would be 0.5 .
b. Specify the null and alternative hypotheses for testing whether color and flavor are related. Choose the correct hypotheses below.
E.
H0: p=0.50 vs. Ha: p≠0.50
c.
Carry out the test and give the appropriate conclusion at alphaαequals=0.01.
Use the p-value of the test, shown on the accompanying technology printout, to make your decision.
The p-value is 0.002.
Make the appropriate conclusion using alphaαequals=0.01.
Reject the null hypothesis, because the p-value is less than alpha α.
There is sufficient evidence to conclude that color and flavor are related.
Z Test of Hypothesis for the Proportion |
|
Data |
|
Null Hypothesis p = |
0.5 |
Level of Significance |
0.01 |
Number of Items of Interest |
78 |
Sample Size |
122 |
Intermediate Calculations |
|
Sample Proportion |
0.639344262 |
Standard Error |
0.0453 |
Z Test Statistic |
3.0782 |
Two-Tail Test |
|
Lower Critical Value |
-2.5758 |
Upper Critical Value |
2.5758 |
p-Value |
0.0021 |
Reject the null hypothesis |