Question

In: Statistics and Probability

Two random samples are taken, one from among first-year students and the other from among fourth-year...

Two random samples are taken, one from among first-year students and the other from among fourth-year students at a public university. Both samples are asked if they favor modifying the student Honor Code. A summary of the sample sizes and number of each group answering yes'' are given below:

First-Years (Pop. 1):Fourth-Years (Pop. 2):n1=84,n2=88,x1=43x2=38

Is there evidence, at an ?=0.08 level of significance, to conclude that there is a difference in proportions between first-years and fourth-years? Carry out an appropriate hypothesis test, filling in the information requested.

A. The value of the standardized test statistic:

Note: For the next part, your answer should use interval notation. An answer of the form (??,a) is expressed (-infty, a), an answer of the form (b,?) is expressed (b, infty), and an answer of the form (??,a)?(b,?) is expressed (-infty, a)U(b, infty).

B. The rejection region for the standardized test statistic:

C. The p-value is

D. Your decision for the hypothesis test:

A. Do Not Reject H0.
B. Reject H1.
C. Reject H0.
D. Do Not Reject H1.

2) 1. In a study of red/green color blindness,

550 men and 2150 women are randomly selected and tested. Among the men, 50have red/green color blindness. Among the women, 4 have red/green color blindness. Test the claim that men have a higher rate of red/green color blindness.
The test statistic is  
The p-value is  
Is there sufficient evidence to support the claim that men have a higher rate of red/green color blindness than women using the 0.05% significance level?

A. No
B. Yes

2. Construct the 95% confidence interval for the difference between the color blindness rates of men and women.
<(p1?p2)<  

Which of the following is the correct interpretation for your answer in part 2?
A. There is a 95% chance that that the difference between the rates of red/green color blindness for men and women lies in the interval
B. We can be 95% confident that the difference between the rates of red/green color blindness for men and women lies in the interval
C. We can be 95% confident that that the difference between the rates of red/green color blindness for men and women in the sample lies in the interval
D. None of the above

Solutions

Expert Solution

Result:

Two random samples are taken, one from among first-year students and the other from among fourth-year students at a public university. Both samples are asked if they favor modifying the student Honor Code. A summary of the sample sizes and number of each group answering yes'' are given below:

First-Years (Pop. 1):Fourth-Years (Pop. 2):n1=84,n2=88,x1=43x2=38

Is there evidence, at an ?=0.08 level of significance, to conclude that there is a difference in proportions between first-years and fourth-years? Carry out an appropriate hypothesis test, filling in the information requested.

A. The value of the standardized test statistic: 1.0518

Note: For the next part, your answer should use interval notation. An answer of the form (??,a) is expressed (-infty, a), an answer of the form (b,?) is expressed (b, infty), and an answer of the form (??,a)?(b,?) is expressed (-infty, a)U(b, infty).

B. The rejection region for the standardized test statistic: (-infty, -1.7507)U(1.7507, infty).

C. The p-value is 0.2929

D. Your decision for the hypothesis test:

Answer: A. Do Not Reject H0.
B.
Reject H1.
C. Reject H0.
D. Do Not Reject H1.

Z Test for Differences in Two Proportions

Data

Hypothesized Difference

0

Level of Significance

0.08

Group 1

Number of Items of Interest

43

Sample Size

84

Group 2

Number of Items of Interest

38

Sample Size

88

Intermediate Calculations

Group 1 Proportion

0.511904762

Group 2 Proportion

0.431818182

Difference in Two Proportions

0.08008658

Average Proportion

0.4709

Z Test Statistic

1.0518

Two-Tail Test

Lower Critical Value

-1.7507

Upper Critical Value

1.7507

p-Value

0.2929

Do not reject the null hypothesis

2) 1. In a study of red/green color blindness,

550 men and 2150 women are randomly selected and tested. Among the men, 50have red/green color blindness. Among the women, 4 have red/green color blindness. Test the claim that men have a higher rate of red/green color blindness.
The test statistic is  13.3112
The p-value is   0.0000
Is there sufficient evidence to support the claim that men have a higher rate of red/green color blindness than women using the 0.05% significance level?

A. No
Answer: B. Yes

Z Test for Differences in Two Proportions

Data

Hypothesized Difference

0

Level of Significance

0.05

Group 1

Number of Items of Interest

50

Sample Size

550

Group 2

Number of Items of Interest

4

Sample Size

2150

Intermediate Calculations

Group 1 Proportion

0.090909091

Group 2 Proportion

0.001860465

Difference in Two Proportions

0.089048626

Average Proportion

0.0200

Z Test Statistic

13.3112

Upper-Tail Test

Upper Critical Value

1.6449

p-Value

0.0000

Reject the null hypothesis

2. Construct the 95% confidence interval for the difference between the color blindness rates of men and women.
0.0650 <(p1?p2)<  0.1131

Which of the following is the correct interpretation for your answer in part 2?
A. There is a 95% chance that that the difference between the rates of red/green color blindness for men and women lies in the interval
Answer: B. We can be 95% confident that the difference between the rates of red/green color blindness for men and women lies in the interval
C. We can be 95% confident that that the difference between the rates of red/green color blindness for men and women in the sample lies in the interval
D. None of the above

CI = p1-p2 ± z*se

Confidence Interval Estimate

of the Difference Between Two Proportions

Data

Confidence Level

95%

Intermediate Calculations

Z Value

-1.9600

Std. Error of the Diff. between two Proportions

0.0123

Interval Half Width

0.0241

Confidence Interval

Interval Lower Limit

0.0650

Interval Upper Limit

0.1131


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