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11.95 Explain the basic idea for performing a hypothesis test, based on independent samples, to compare two population proportions.

Short Answer

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The process is the same for a one-tailed test, with the exception that the null hypothesis is rejected only when p^1is too much smaller than p^2for a left-tailed test, and only when p^1is too much larger than p^2for a right-tailed test.

Step by step solution

01

Given information

To compare two population proportions by explain the basic idea for performing a hypothesis test, based on independent samples.

02

Explanation

Independent samples and a hypothesis test
The main concepts for conducting a hypothesis test using independent samples are as follows:
For a two-tailed test:
(1) Samples are taken independently and randomly from the two populations under consideration.
(2) The proportions of the two samples p^1and p^2 are then compared.
(3) The null hypothesis is rejected if the proportions of the samples differ by too much; otherwise, the null hypothesis is not rejected.
The process is the same for a one-tailed test, except that in a left-tailed test, the null hypothesis is rejected only if p^1 is too much smaller than p^2, and in a right-tailed test, the null hypothesis is rejected only if p^1 is too much larger than p^2.

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Most popular questions from this chapter

Online Tax Returns. According to the Internal Revenue Service, among people entitled to tax refunds, those who file online receive their refunds twice as fast as paper filers. A study conducted by International Communications Research (ICR) of Media, Pennsylvania, found that 57% of those polled said that they are not worried about the privacy of their financial information when filing their tax returns online. The survey had a margin of error of plus or minus 3 percentage points (for a 0.95 confidence level). Use this information to determine a 95% confidence interval for the percentage of all people who are not worried about the privacy of their financial information when filing their tax returns online.

In this Exercise, we have given the number of successes and the sample size for a simple random sample from a population. In each case,

a. use the one-proportion plus-four z-interval procedure to find the required confidence interval.

b. compare your result with the corresponding confidence interval found in Exercise 11.25-11.30, if finding such a confidence interval was appropriate.

role="math" localid="1651326935007" x=10,n=40,90%level

What important theorem in statistics implies that, for a large sample size, the possible sample proportions of that size have approximately a normal distribution?

The Quinnipiac University Poll conducts nationwide surveys as a public service and for research. In one poll. participants were asked whether they thought eliminating the federal gas tax for the summer months is a good idea. The following problems are based on the results of that poll.

a. Of611Republicans, 275thought it a good idea, and, of 872Democrats, 366thought it a good idea. Obtain a 90%confidence interval for the difference between the proportions of Republicans and Democrats who think that eliminating the federal gas tax for the summer months is a good idea.

b. Of 907women,417thought it a good idea, and, of 838men, 310thought it a good idea. Obtain a90% confidence interval for the difference between the percentages of women and men who think that eliminating the federal gas tax for the summer months is a good idea.

a. Determine the sample proportion.

b. Decide whether using the one-proportion z-test is appropriate.

c. If appropriate, use the one-proportion z-test to perform the specified hypothesis test.

x=3

n=100

H0:p=0.04

Ha:p≠0.04

α=0.10

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