In: Statistics and Probability
A random sample of 117 full-grown lobsters had a mean weight of 23 ounces. Assume that the population standard deviation = 3.4 ; Construct a 95% confidence interval for the population mean.
Options:
* A - 22.5 to 23.5 ounces
* B - 22.2 to 23.8 ounces
* C - 22.4 to 23.6 ounces
* D - 22.3 to 23.7 ounces
Solution:
Given:
Sample size = n = 117
Sample mean =
The population standard deviation =
We have to construct a 95% confidence interval for the population mean.
Formula:
where
We need to find zc value for c=95% confidence level.
Find Area = ( 1 + c ) / 2 = ( 1 + 0.95) /2 = 1.95 / 2 = 0.9750
Look in z table for Area = 0.9750 or its closest area and find z value.
Area = 0.9750 corresponds to 1.9 and 0.06 , thus z critical value = 1.96
That is : Zc = 1.96
thus
thus
Thus correct answer is: C - 22.4 to 23.6 ounces