When subjects were treated with a drug, their systolic blood pressure readings (in mm Hg) were measured before and after the drug was taken. Results are given in the table below. Assume that the paired sample data is a simple random sample and that the differences have a distribution that is approximately normal. Using a
0.05
significance level, is there sufficient evidence to support the claim that the drug is effective in lowering systolic blood pressure?
Before |
161 |
169 |
158 |
189 |
195 |
165 |
188 |
164 |
155 |
205 |
183 |
159 |
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
After |
171 |
186 |
159 |
155 |
176 |
156 |
179 |
148 |
156 |
143 |
144 |
163 |
In this example,? ?d? is the mean value of the differences d for the population of all pairs of data, where each individual difference d is defined as the systolic blood pressure reading before the drug was taken minus the reading after the drug was taken. What are the null and alternative hypotheses for the hypothesis test? A. H0: ?d=0 H1: ?d>0 B. H0: ?d?0 H1:?d=0 C. H0: ?d?0 H1:?d>0 D. H0: ?d=0 H1:?d<0 Identify the test statistic. t= _______ (Round to two decimal places as needed.) Identify the P-value. P-value= _______ (Round to three decimal places as needed.) Since the P-value is Less///or////Greater_____??than the significance level, Fail to Reject////or///Reject Ho. There is?Insufficient//or//sufficient____?evidence to support the claim that the drug is effective in lowering systolic blood pressure. ? H0.? There is? ?evidence to support the claim that the drug is effective in lowering systolic blood pressure.
(A)
H0:
H1:
(B)
From the given data, values of d are got as follows
- 10, - 17, - 1, 34, 19, 9, 9, 16, - 1, 62, 39, -4
From the d values, the following statistics are calculated:
n = 12
= 155/12 = 12.9167
sd = 22.7734
SE = sd/
= 22.7734/ = 6.5741
Test statistic is given by:
t = 12.9167/6.5741 = 1.96
So,
t = 1.96
(C)
ndf =n - 1 = 12 - 1 = 11
One Tail - Right Side Test
By Technology, p - value= 0.038
So,
P - Value = 0.038
(D)
Since the P - Value is less than the significance level, Reject H0. There is sufficient evidence to support the claim that the drug is effective in lowering systolic blood pressure.
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