In: Statistics and Probability
Listed below are the lead concentrations in mug/g measured in different traditional medicines. Use a 0.10 significance level to test the claim that the mean lead concentration for all such medicines is less than 16 mug/g. Assume that the lead concentrations in traditional medicines are normally distributed.
11 6.5 10 3.5 21.5 5 22 8 19.5 4
What are the null and alternative hypotheses?
Determine the test statistic.
(Round to two decimal places as needed.)
Determine the P-value.
(Round to three decimal places as needed.)
State the final conclusion that addresses the original claim.
Solution:
x | x2 |
11 | 121 |
6.5 | 42.25 |
10 | 100 |
3.5 | 12.25 |
21.5 | 462.25 |
5 | 25 |
22 | 484 |
8 | 64 |
19.5 | 380.25 |
4 | 16 |
∑x=111 | ∑x2=1707 |
Mean ˉx=∑xn
=11+6.5+10+3.5+21.5+5+22+8+19.5+410
=111/10
=11.1
Sample Standard deviation S=√∑x2-(∑x)2nn-1
=√1707-(111)210/9
=√1707-1232.1/9
=√474.9/9
=√52.7667
=7.2641
This is the left tailed test .
The null and alternative hypothesis is ,
H0 : = 16
Ha : < 16
Test statistic = t
= ( - ) / S / n
= (11.1-16 ) / 7.26 / 10
= −2.13
Test statistic = t = −2.13
P-value =0.062
= 0.10
P-value <
0.062 < 0.10
Reject the null hypothesis .
There is sufficient evidence to suggest that