Question

In: Statistics and Probability

In a study of red/green color blindness, 900 men and 3000 women are randomly selected and...

In a study of red/green color blindness, 900 men and 3000 women are randomly selected and tested. Among the men, 84 have red/green color blindness. Among the women, 6 have red/green color blindness. Test the claim that men have a higher rate of red/green color blindness.
(Note: Type ?_? ???=?_? for the proportions are not equal, ?_?>?_? for the proportion of men with color blindness is larger, ?_?<?_? , for the proportion of men is smaller, and ?_?=?_? for the proportions are equal. )

(a) State the null hypothesis:

(b) State the alternative hypothesis:

(c) The test statistic is  (to two decimal places)

(d) Construct the 99% confidence interval for the difference between the color blindness rates of men and women (round to at least three decimal places). Remember to recalculate the SE, since it is different for CIs and tests.

Solutions

Expert Solution

In a study of red/green color blindness, 900 men and 3000 women are randomly selected and tested. Among the men, 84 have red/green color blindness. Among the women, 6 have red/green color blindness. Test the claim that men have a higher rate of red/green color blindness.
(Note: Type ?_? ???=?_? for the proportions are not equal, ?_?>?_? for the proportion of men with color blindness is larger, ?_?<?_? , for the proportion of men is smaller, and ?_?=?_? for the proportions are equal. )

  1. State the null hypothesis:

Ho: ?_? =?_?

(b) State the alternative hypothesis:

H1: ?_? > ?_?

This is upper tail test

(c) The test statistic is    16.01 (to two decimal places)

p1

p2

P

0.0933

0.002

0.0231

p (as decimal)

84/900

6/3000

90/3900

p (as fraction)

84.

6.

90.

X

900

3000

3900

n

Standard error = 0.0057

Data

Hypothesized Difference

0

Group 1

Number of Items of Interest

84

Sample Size

900

Group 2

Number of Items of Interest

6

Sample Size

3000

Intermediate Calculations

Group 1 Proportion

0.0933

Group 2 Proportion

0.0020

Difference in Two Proportions

0.0913

Average Proportion

0.0231

Z Test Statistic

16.0052

(d) Construct the 99% confidence interval for the difference between the color blindness rates of men and women (round to at least three decimal places). Remember to recalculate the SE, since it is different for CIs and tests.

99% CI= (0.066, 0.116)

CI = p1-p2 ± z*se

Standard error of p1-p2= se=

Confidence Interval Estimate

of the Difference Between Two Proportions

Data

Confidence Level

99%

Intermediate Calculations

Z Value

2.576

Std. Error of the Diff. between two Proportions

0.0097

Interval Half Width

0.0251

Confidence Interval

Interval Lower Limit

0.0663

Interval Upper Limit

0.1164


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