Question
Watches and bacteria: A group of researchers investigated the contamination of medical personnel watches at a New York hospital, since there is a potential for
Watches and bacteria:A group of researchers investigated the contamination of medical personnel watches at a New York hospital, since there is a potential for patient exposure to potentially dangerous bacteria.
They sampled watches worn by physicians, physician assistants, and medical students at a teaching hospital in New York. Nearly half (47.2%) of the watches tested harbored microorganisms that can cause illness. By comparison, only one of the 10 watches worn by security guards tested positive for a disease-carrying microorganism. The researchers want to determine if the difference is statistically significant.
Which of the following is an appropriate statement of the null hypothesis, H0?
- The proportion of contaminated wrist-watches from medical personnel is the same as the proportion of contaminated wrist-watches from security guards, i.e., H0:p
- = 47.2%.
- The proportion of contaminated wrist-watches from medical personnel is not the same as the proportion of contaminated wrist-watches from security guards, i.e., H0:p
- not equal 47.2%.
- The proportion of contaminated wrist-watches from medical personnel is greater than the proportion of contaminated wrist-watches from security guards, i.e., H0:p
- > 47.2%.
In 2010 polls indicated that 76% of Americans favored mandatory testing of students in public schools as a way to rate the school. This year in a poll of 1,000 Americans 69% favor mandatory testing for this purpose. Has public opinion changed since 2010?
We test the hypothesis that the percentage supporting mandatory testing is less than 76% this year. Thep
-value is 0.014.
Which of the following interpretation of thisp
-value is valid?
- If 76% of Americans still favor mandatory testing this year, then there is a 1.4% chance that poll results will show 69% or fewer with this opinion.
- There is a 1.4% chance that the null hypothesis is true.
- The probability that Americans have changed their opinion on this issue since 2010 is 0.014.
A tire manufacturer has a 60,000 mile warranty for tread life. The manufacturer considers the overall tire quality to be acceptable if less than 5% are worn out at 60,000 miles. The manufacturer tests 250 tires that have been used for 60,000 miles. They find that 3.6% of them are worn out. With this data, we test the following hypotheses.
H0: The proportion of tires that are worn out after 60,000 miles is equal to 0.05.
Ha: The proportion of tires that are worn out after 60,000 miles is less than 0.05.
What assumption about the sample underlies the hypothesis test?
- The sample comes from a population of tires where 250 are used for 60,000 miles.
- The sample comes from a population of 250 tires that have a 60,000 mile warranty.
- The sample comes from a population of tires with 60,000 miles where 5% of tires are worn out.
- The sample comes from a population of tires with 60,000 miles where 3.6% of the tires are worn out.
Pregnancy testing:A college student hasn't been feeling well and visits her campus health center. Based on her symptoms, the doctor suspects that she is pregnant and orders a pregnancy test. The results of this test could be considered a hypothesis test with the following hypotheses:
- H0: The student is not pregnant
- Ha: The student is pregnant.
Based on the hypotheses above, which of the following statements is considered aType II error?
- The student is not pregnant, but the test result shows she is pregnant.
- The student is pregnant, but the test result shows she is not pregnant.
- The student is not pregnant, and the test result shows she is not pregnant.
- The student is pregnant, and the test result shows she is pregnant.
Living with parents:The Pew Research Center reported that 36% of American Millennials (adults ages 18-31) still live at home with their parents. A group of students wants to conduct a study to determine whether this result is true for students at their campus. They survey 300 randomly selected students at their campus and determine that 43% of them still live at home with their parents. With this data, they test the following hypotheses at the 5% significance level. The p-value is 0.006.
H0: Of Millennial students at their campus, 36% live at home with their parents.
Ha: More than 36% of Millennial students at their campus live at home with their parents.
What can we conclude?
- Nothing. The sample size is too small to represent students at their campus.
- The evidence suggests that more than 36% of students at their campus live at home with their parents because 43% is greater than 36%.
- The evidence suggests that more than 36% of students at their campus live at home with their parents because the p-value is less than the significance level.
- The evidence does not suggest that more than 36% of students at their campus live at home with their parents because the difference between 43% and 36% is not statistically significant. A 7% difference could be due to random chance.
In 2016, theCenters for Disease Control(CDC) reported that the teen birth rate in Georgia was 24.4%. The Atlanta City Council orders a study to see if the teen birth rate within the city of Atlanta is lower.
https://www.cdc.gov/nchs/pressroom/sosmap/teen-births/teenbirths.htm
Suppose that a study of1000
female teenagers in Atlanta found that 234 of them gave birth in 2016.
Given that the population proportion is understood to bep
= 0.244, what would be the null hypothesis, H0, for this study?
- Ha:p= 24.4%
- H0:p< 24.4%
- H0:p= 23.4%
- H0:p= 24.4%
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