Question

In: Statistics and Probability

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 distributed for the population of patients both before and after taking the new drug.

Patient 1 2 3 4 5 6 7 8 9
Blood pressure (before) 169 163 182 194 172 193 147 154 175
Blood pressure (after) 162 144 162 178 146 176 140 140 150

Step 1 of 5: State the null and alternative hypotheses for the test.

Ho: μd (=,≠,<,>,≤,≥) 0

Ha: μd (=,≠,<,>,≤,≥) 0

Step 2 of 5: Find the value of the standard deviation of the paired differences. Round your answer to two decimal places.

Step 3 of 5: Compute the value of the test statistic. Round your answer to three decimal places.

Step 4 of 5: Determine the decision rule for rejecting the null hypothesis H0. Round the numerical portion of your answer to three decimal places.

Reject Ho if (t, I t I) (<,>) _____

Step 5 of 5: Make the decision for the hypothesis test.

Reject Null Hypothesis

Fail to Reject Null Hypothesis

Solutions

Expert Solution

d=(blood pressure before taking new drug)−(blood pressure after taking new drug)

company claim:  its new drug reduces systolic blood pressure :

Step 1 of 5

Null hypothesis Ho :

Alternate hypothesis : Ha

Right tailed test:

Step 2 of 5

Sample mean of  paired differences :

n: sample size = 9

value of the standard deviation of the paired differences : sd

Patient Blood pressure (before) Blood pressure (after) d=Before -After
1 169 162 7 -9.7778 95.6049
2 163 144 19 2.2222 4.9383
3 182 162 20 3.2222 10.3827
4 194 178 16 -0.7778 0.6049
5 172 146 26 9.2222 85.0494
6 193 176 17 0.2222 0.0494
7 147 140 7 -9.7778 95.6049
8 154 140 14 -2.7778 7.7160
9 175 150 25 8.2222 67.6049
=151 367.5556
= 151/9=16.7778

Sample mean of  paired differences :

standard deviation of the paired differences = 6.78

Step 3 of 5: Compute the value of the test statistic

value of the test statistic = 7.426

Step 4 of 5: Determine the decision rule for rejecting the null hypothesis Ho

Given = 0.01;

Degrees of freedom = n-1 =9-1=8

For Right Tailed Test : Reject null hypothesis if value of t-statistic is Greater than Critical Value ; t = t0.01

t0.01 for 8 degrees of freedom = 2.896

Reject Ho if t > 2.896

Step 5 of 5: Make the decision for the hypothesis test.

As

t: 7.4258 > 2.896 reject Ho

Reject Null Hypothesis


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