In: Statistics and Probability
Pesticides sprayed on crops can affect human beings. A symptom of the action of a pesticide is reduction
in brain acetylcholinesterase (AChE) activity, and a severe reduction can be dangerous in terms of body
functions. When cotton is sprayed, one criterion of the existence of such a reduction is whether quail in
field borders show reduced AChE activity. In one collection, the following six observations were made
for brain AChE activity in quail: 86.03, 83.67, 95.21, 92.94, 83.12 and 80.22. Suppose that the mean
brain AChE activity for quail who have not been exposed to the pesticide is 95. Do these data show a
reduction in AChE activity. Test at a 0.05 significance level
there is sufficient evidence of these data show a reduction in AChE activity.
here we want to test the null hypothesis H0:=95 and alternate hypothesis Ha:<95,
since population standard deviation is not given, so we use t-test and
statistic t=(-)/(s/)=(86.87-95)/(5.93/(sqrt(6)))=-3.36 with n-1=6-1=5 df
this is one tailed test and one tailed critical t(0.05,5)=2.02 is less than absolute value of the calculated/observed t=3.36, so we fail to accept (or reject ) null hypothesis and conclude that there is sufficient evidence of these data show a reduction in AChE activity.
s.n. | x |
1 | 86.03 |
2 | 83.67 |
3 | 95.21 |
4 | 92.94 |
5 | 83.12 |
6 | 80.22 |
x-bar= | 86.87 |
s= | 5.93 |
n= | 6 |
t= | -3.36 |
one tailed critical t(0.05,5)= | 2.02 |