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Hypothesis Testing for Proportion

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Presentation on theme: "Hypothesis Testing for Proportion"β€” Presentation transcript:

1 Hypothesis Testing for Proportion

2 Testing a Claim about a Proportion
Now we put the theory or Hypothesis testing to use testing claims about proportions! We first need to make sure we meet the requirements. The sample observations are a simple random sample. The conditions for a binomial sample are satisfied. The conditions 𝑛𝑝β‰₯5 and π‘›π‘žβ‰₯5 are both satisfied. Test Statistic for Testing a Claim about a Proportion 𝑧= 𝑝 βˆ’π‘ π‘π‘ž 𝑛

3 Testing a Claim about a Proportion
P-value method in 5 Steps State the hypothesis and state the claim. Compute the test value. (Involves find the sample statistic). Draw a picture and find the P-value. Make the decision to reject 𝐻 0 or not. (compare P-value and 𝛼) Summarize the results.

4 Testing a Claim about a Proportion
In a survey, 1864 out of 2246 randomly selected adults in the United States said that texting while driving should be illegal. Consider a hypothesis test that uses a 0.05 significance level to test the claim that more than 80% of adults believe that texting while driving should be illegal. 𝐻 0 :𝑝=.8 and 𝐻 1 :𝑝>.8(claim) Note: 𝑝 = = 𝑧= 𝑝 βˆ’π‘ π‘π‘ž/ 𝑛 = .83βˆ’ (.2)/ 𝑛 =3.544 P-value is or 0 Since 0 <0.05(significance level) reject the null. There is sufficient evidence to support the claim that 80% of adults believe that texting should be illegal. Or use [stat]β†’Test β†’1-PropZTest

5 Testing a Claim about a Proportion
In a presidential election, 308 out f 611 voters surveyed said that they voted for the candidate who won. Use a 0.01 significance level to test the claim that among all voters, the percentage who believe that they voted for the winning candidate is equal to 43%, which is the actual percentage of votes for the winning candidate. What does the result suggest about voter perceptions?

6 Testing a Claim about a Proportion
The company Drug Test Success provides a β€œ1-Panel-THC” test for marijuana usage. Among 300 tested subjects, results from 27 subjects were wrong (either a false positive of false negative). Use a 0.05 significance level to test the claim that less than 10% of the test results are wrong. Does the test appear to be good for most purposes?

7 Testing a Claim about a Proportion
In a survey of 703 randomly selected workers, 15.93% got their jobs through newspaper ads. Consider a hypothesis test that uses a 0.05 significance level to test the claim that less than 20% of workers get their jobs through newspaper ads.

8 Testing a Claim about a Proportion
Homework 8-3: 9-31 odd


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