LC50 for a chemical is the lethal concentration for 50% of animals or humans. For example, if water contains a chemical at the LC50 concentration, 50% of the fish population in the water would die. Environment Canada collects data on LC50 concentrations. Suppose a random sample of 60 perch (a type of fish) gives a mean LC50 for DDT of 17 parts per million and a standard deviation of 5 parts per million.
(a) Find a 95 % confidence interval for the true mean LC50. (b) What is the margin of error?
answer)
to find the confidence interval, we need to determine the margin of error
the margin of error is = z*standard error
standard error is = standard deviation/ square root of n
n = 60
standard deviation is = 5
so standard error = 6/ square root of 60 = 0.77459666924
now the value of z for 95% confidence interval is 1.96
therefore,
margin of error = 1.96*0.77459666924
= 1.51820947171
now, the confidence interval is given by
mean - margin of error to mean + margin of error
given mean is 17
so required confidence interval is
[ 17-1.51820947171, 17+1.51820947171]
[15.481790528, 18.51820947171]
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