Among 157 African-American men, the mean systolic blood pressure was 1

Lucille Smitherman

Lucille Smitherman

Answered question

2021-11-25

Among 157 African-American men, the mean systolic blood pressure was 146 mm Hg with a standard deviation of 27. We wish to know if on the basis of these data, we may conclude that the mean systolic blood pressure for a population of African-American is greater than 140. Use α=0.01.
Solution 1. Data: Variable is systolic blood pressure, n=157, sample mean =146,s=27,α=0.01.

Answer & Explanation

William Yazzie

William Yazzie

Beginner2021-11-26Added 20 answers

Step 1
From the given information,
Sample size n=157
the Sample mean, x=146mmHg
the Sample standard deviation, s=27mmHg
The appropriate null and alternative hypotheses are given below:
Here, μ is the true mean systolic blood pressure.
Null hypothesis, H0:μ=140
Alternative hypothesis, H1:μ>140
The population standard deviation is unknown. the appropriate test is one sample t test.
Degrees of freedom: 156(=1571).
Step 2
Computation of test statistic value:
The formula for one sample t test is given below.
t=xμsn
Test statistic:
t=14614027157
=2.78
The test statistic for the hypothesis test is 2.78.
p-value:
Using Excel function: “=TDIST(2.78,156,1)”, the p-value for the one-tailed test is 0.0031.
Here, the level of significance is 0.01.
Since the p-value is less than the level of significance 0.01, the null hypothesis is rejected.
At 0.01 significance level, there is sufficient evidence to conclude the mean systolic blood pressure for a population of African-American is greater than 140.

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