Question

In: Statistics and Probability

One pharmaceutical company claims their flu vaccine reduces the risk of illness by 40%. One political...

One pharmaceutical company claims their flu vaccine reduces the risk of illness by 40%. One political pundit believes that the real percentage is less. He does a study and the conclusion of the statistical test is to reject the null hypnosis. According to the CDC recent studies show that flu vaccinations reduce the risk of illness by between 40% and 60%. Given this information answer the following questions.

(a) State the null hypothesis as a mathematical statement.

(b) State the alternative hypothesis as a mathematical statement. (c)Was a correct decision made? Why or why not?

(d) If an error was made state what type of error. If no error was made state ”correct decision”.

Solutions

Expert Solution

Answer:-

Given That:-

One pharmaceutical company claims their flu vaccine reduces the risk of illness by 40%. One political pundit believes that the real percentage is less. He does a study and the conclusion of the statistical test is to reject the null hypnosis. According to the CDC recent studies show that flu vaccinations reduce the risk of illness by between 40% and 60%. Given this information answer the following questions.

P=percentage by which flu vaccine reduce risk of illness

(a) State the null hypothesis as a mathematical statement.

The null hypothesis as a mathematical statement.

(percentage is max than equal to 40%)

(b) State the alternative hypothesis as a mathematical statement.

The alternative hypothesis as a mathematical statement.

(percentage is less than 40%)

(c)Was a correct decision made? Why or why not?

He Reject .

i.e., he accepted that percentage was less than 40%

Correct decision was not made because studies shows that p is greater than 40% but for pundit he accepts it is less than 40%

Not correct decision

(d) If an error was made state what type of error. If no error was made state ”correct decision”.

=(Reject true)

Type I error is made

(As the rejected when it is actually true)


Related Solutions

Flu Vaccine: The Center for Disease Control (CDC) claims that the flu vaccine is effective in...
Flu Vaccine: The Center for Disease Control (CDC) claims that the flu vaccine is effective in reducing the probability of getting the flu. They conduct a trial on 3000 people. The results are summarized in the contingency table below. Observed Frequencies: Oi's Got No Vaccine Vaccine Totals Got Flu   33     32     65   No Flu   1917     1018     2935   Totals   1950     1050     3000   The Test: Test for a dependent relationship between getting the vaccine and getting the flu. Conduct this test at...
Flu Vaccine: The Center for Disease Control (CDC) claims that the flu vaccine is effective in...
Flu Vaccine: The Center for Disease Control (CDC) claims that the flu vaccine is effective in reducing the probability of getting the flu. They conduct a trial on 3000 people. The results are summarized in the contingency table below. Observed Frequencies: Oi's Got No Vaccine Vaccine Totals Got Flu 36 27 63 No Flu 2064 873 2937 Totals 2100 900 3000 The Test: Test for a dependent relationship between getting the vaccine and getting the flu. Conduct this test at...
5. Flu Vaccine: The Center for Disease Control (CDC) claims that the flu vaccine is effective...
5. Flu Vaccine: The Center for Disease Control (CDC) claims that the flu vaccine is effective in reducing the probability of getting the flu. They conduct a trial on 2000 people. The results are summarized in the contingency table below. Observed Frequencies: Oi's Got No Vaccine Vaccine Totals Got Flu 21 18 39 No Flu 1379 582 1961 Totals 1400 600 2000 The Test: Test for a dependent relationship between getting the vaccine and getting the flu. Conduct this test...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 2 hours after taking the drug are shown in the table below. Is there enough evidence to support the company's claim? Let d = (blood pressure before taking new drug) − (blood pressure after taking new drug). Use a significance level of α = 0.05 for the test. Assume that the...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 2 hours after taking the drug are shown in the table below. Using this data, find the 99% confidence interval for the true difference in blood pressure for each patient after taking the new drug. Assume that the blood pressures are normally distributed for the population of patients both before and...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 2 hours after taking the drug are shown in the table below. Using this data, find the 99% confidence interval for the true difference in blood pressure for each patient after taking the new drug. Assume that the blood pressures are normally distributed for the population of patients both before and...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 22 hours after taking the drug are shown in the table below. Is there enough evidence to support the company's claim? Let d=(blood pressure before taking new drug)−(blood pressure after taking new drug). Use a significance level of α=0.01 for the test. Assume that the systolic blood pressure levels are normally...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 2 hours after taking the drug are shown in the table below. Is there enough evidence to support the company's claim? Let d=(blood pressure before taking new drug)−(blood pressure after taking new drug). Use a significance level of α=0.01 for the test. Assume that the systolic blood pressure levels are normally...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 2 hours after taking the drug shown in the table below. Using this data, find the 95 % confidence interval for the true difference in blood pressure for each patient after taking the new drug. Assume that the blood pressures are normally distributed for the population of patients both before and...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure...
A pharmaceutical company claims that its new drug reduces systolic blood pressure. The systolic blood pressure (in millimeters of mercury) for nine patients before taking the new drug and 2 hours after taking the drug are shown in the table below. Is there enough evidence to support the company's claim? Let d=(blood pressure before taking new drug)−(blood pressure after taking new drug). Use a significance level of α=0.05 for the test. Assume that the systolic blood pressure levels are normally...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT